{"meta":{"query_hash":"2df677ec9a5e","filters":{"venue":"Alcohol research"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2df677ec9a5e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Alcohol+research"},"results":[{"id":"W1538521307","doi":"10.35946/arcr.v35.2.01","title":"Measuring the burden: alcohol's evolving impact on individuals, families, and society","year":2013,"lang":"en","type":"editorial","venue":"Alcohol research","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Environmental health; Alcohol consumption; Burden of disease; Public health; Consumption (sociology); Alcohol; Mental health; Psychology; Medicine; Psychiatry; Sociology; Population; Social science","score_opus":0.10874877962780438,"score_gpt":0.4055350322143965,"score_spread":0.29678625258659214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538521307","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09345539,0.09208665,0.000003852754,0.034534283,0.6548817,0.011947026,0.0022951125,0.00044535808,0.11035061],"genre_scores_gemma":[0.060418136,0.027086109,0.00013191295,0.00018316123,0.9060871,0.0004757813,0.00050255517,0.00014154274,0.004973678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992709,0.000299283,0.0004097818,0.00079667097,0.004641391,0.001143919],"domain_scores_gemma":[0.99209535,0.0050734757,0.00011211081,0.000760183,0.0015904112,0.0003684777],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037443053,0.00047224405,0.00075086596,0.00022364987,0.0011857689,0.00035192096,0.00048477735,0.0007776071,0.00032180225],"category_scores_gemma":[0.0034699717,0.00027850154,0.00043021515,0.00049496116,0.00063234597,0.00011090448,0.00080571056,0.0038352304,0.00026576043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010770657,0.00009959828,0.0005404698,0.00032150457,0.0007774325,0.000016530325,0.00045239992,0.0000017981833,0.000086226464,0.000030804953,0.99585444,0.0017110789],"study_design_scores_gemma":[0.002232824,0.0008049507,0.012792045,0.0011129414,0.00013161071,0.000008039786,0.0018896346,0.000056543086,0.000033868517,0.00033384393,0.98029375,0.0003099659],"about_ca_topic_score_codex":0.004440571,"about_ca_topic_score_gemma":0.000012991353,"teacher_disagreement_score":0.25120538,"about_ca_system_score_codex":0.0006307326,"about_ca_system_score_gemma":0.0007327697,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W1546888689","doi":"10.35946/arcr.v35.2.10","title":"Prevalence and predictors of adolescent alcohol use and binge drinking in the United States","year":2013,"lang":"en","type":"article","venue":"Alcohol research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Binge drinking; Sensation seeking; Religiosity; Population; Ethnic group; Psychology; Alcohol; Injury prevention; Suicide prevention; Quarter (Canadian coin); Poison control; Monitoring the Future; Human factors and ergonomics; Medicine; Demography; Environmental health; Psychiatry; Substance abuse; Social psychology; Personality","score_opus":0.14928926032558826,"score_gpt":0.38195580543190777,"score_spread":0.2326665451063195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546888689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968952,0.0010110738,7.783161e-7,0.0009516427,0.000017309207,0.0010061827,0.0000014715472,0.000015222509,0.00010113306],"genre_scores_gemma":[0.9948688,0.0044569117,0.00005764684,0.00016772146,0.000026877773,0.000072442395,0.000012764939,0.000013103595,0.00032374216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984373,0.00021441527,0.00020083429,0.00022486175,0.0005706512,0.00035197404],"domain_scores_gemma":[0.99839646,0.0009797543,0.000034036853,0.00029814057,0.00019619628,0.00009540665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085570617,0.000108427936,0.00017691837,0.00037855346,0.00007843775,0.000061416795,0.000117243086,0.00005480117,0.00004527218],"category_scores_gemma":[0.00037982612,0.00006512389,0.000023585644,0.00055525644,0.0003149655,0.00020023111,0.00008084394,0.00030386774,0.000008720885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000688369,0.0001048326,0.992948,0.00011401919,0.000038149352,0.000026846466,0.004446302,0.0000010636339,0.0007383847,0.00006274275,0.0006355202,0.0008153256],"study_design_scores_gemma":[0.0016439295,0.0001696075,0.99384654,0.00044216737,0.000028977023,0.000010709904,0.002172052,0.00025161533,0.0010956269,0.00009861539,0.00018308827,0.000057097095],"about_ca_topic_score_codex":0.00070348295,"about_ca_topic_score_gemma":0.0000979407,"teacher_disagreement_score":0.0034458379,"about_ca_system_score_codex":0.00004093193,"about_ca_system_score_gemma":0.00003279691,"threshold_uncertainty_score":0.2655675},"labels":[],"label_agreement":null},{"id":"W1561878120","doi":"10.35946/arcr.v35.2.06","title":"Chronic diseases and conditions related to alcohol use","year":2013,"lang":"en","type":"article","venue":"Alcohol research","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":446,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Confounding; Environmental health; Alcohol; Alcohol consumption; Disease; Diabetes mellitus; Chronic disease; Risk factor; Consumption (sociology); Intensive care medicine; Internal medicine; Biology; Endocrinology","score_opus":0.24974125751254467,"score_gpt":0.5023883851056815,"score_spread":0.25264712759313684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561878120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969396,0.0025209908,0.0000060115804,0.021346953,0.000116307856,0.002950168,0.00003061283,0.00015281585,0.0034801327],"genre_scores_gemma":[0.980406,0.0005486006,0.00010690249,0.00266429,0.00015767977,0.00068365893,0.00006995682,0.000040907806,0.015322044],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974426,0.000281616,0.00029940705,0.00047527647,0.00070167833,0.0007993945],"domain_scores_gemma":[0.9967056,0.0009112915,0.00003195182,0.0005400373,0.00054681924,0.0012643363],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005488389,0.0001602015,0.00028137246,0.0005459343,0.00044471415,0.00014971622,0.00011787194,0.00014474639,0.005454303],"category_scores_gemma":[0.0013036706,0.00014013328,0.000064466396,0.00067706266,0.0003347896,0.00030818785,0.00017549154,0.000632102,0.006891686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017976886,0.00032693212,0.30109286,0.0005364055,0.00021219514,0.00020313279,0.00043511824,0.0000046663695,0.036642928,0.0060217297,0.6297146,0.024629656],"study_design_scores_gemma":[0.0020599077,0.00058941933,0.94271713,0.00025436215,0.00004013552,0.00007286223,0.00009478457,0.00028888357,0.00032172774,0.00029783862,0.05310045,0.00016249708],"about_ca_topic_score_codex":0.00064797455,"about_ca_topic_score_gemma":0.000026241274,"teacher_disagreement_score":0.6416243,"about_ca_system_score_codex":0.00037273555,"about_ca_system_score_gemma":0.00039555394,"threshold_uncertainty_score":0.99545485},"labels":[],"label_agreement":null},{"id":"W322903845","doi":"10.35946/arcr.v35.2.07","title":"Alcohol and mortality: Global alcohol-attributable deaths from cancer, liver cirrhosis, and injury in 2010","year":2013,"lang":"en","type":"article","venue":"Alcohol research","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Years of potential life lost; Cirrhosis; Alcohol; Alcoholic liver disease; Mortality rate; Attributable risk; Environmental health; Demography; Alcohol consumption; Liver cancer; Cancer; Internal medicine; Population; Life expectancy","score_opus":0.2606225419881458,"score_gpt":0.4912082453270823,"score_spread":0.23058570333893652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W322903845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678434,0.022505274,0.0000056404583,0.0052192397,0.00022327843,0.002334132,0.00017405584,0.00007987689,0.0016150805],"genre_scores_gemma":[0.97822905,0.01656799,0.00023458982,0.0026412352,0.00028679328,0.0006919828,0.00006477303,0.0000445214,0.0012390782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99555343,0.00047460085,0.0005606077,0.00097284093,0.0011049798,0.001333523],"domain_scores_gemma":[0.997138,0.00056527584,0.00009265623,0.0006895553,0.00048990647,0.0010245533],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017774925,0.00034558988,0.0007329492,0.00038331505,0.00033605832,0.00018317412,0.0002256453,0.00042369528,0.0026143466],"category_scores_gemma":[0.0005900916,0.00031680978,0.000072916264,0.0008187484,0.0005519658,0.00038564642,0.00043531408,0.0011893921,0.00057563675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023266296,0.00019223487,0.930493,0.00027688482,0.00013363724,0.00012138603,0.00021678967,5.3292075e-7,0.0038436633,0.00023603441,0.035713296,0.028539887],"study_design_scores_gemma":[0.0036176848,0.00027471763,0.98432285,0.00038196085,0.000074818345,0.00003612785,0.00012902815,0.00097507524,0.00077582337,0.000660605,0.008457948,0.000293366],"about_ca_topic_score_codex":0.07634857,"about_ca_topic_score_gemma":0.0021252893,"teacher_disagreement_score":0.07422329,"about_ca_system_score_codex":0.0004680751,"about_ca_system_score_gemma":0.00055389554,"threshold_uncertainty_score":0.9999284},"labels":[],"label_agreement":null},{"id":"W4226158694","doi":"10.35946/arcr.v42.1.06","title":"Relationships of Cannabis Policy Liberalization With Alcohol Use and Co-Use With Cannabis: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Alcohol research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Alcohol Abuse and Alcoholism","keywords":"Cannabis; Psychiatry; Medicine; Psychology; Environmental health","score_opus":0.2791535173357818,"score_gpt":0.47469462321032585,"score_spread":0.19554110587454404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226158694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005300001,0.9793202,0.0000048279817,0.009453443,0.000025348021,0.008774025,0.00043221185,0.00006635469,0.0013935886],"genre_scores_gemma":[0.000095940115,0.93848073,0.00012669555,0.00027654195,0.00017388418,0.0038406595,0.0012154973,0.00025743444,0.055532616],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889019,0.0034404672,0.0012532762,0.001377193,0.0037094788,0.0013176497],"domain_scores_gemma":[0.9938032,0.0004755904,0.00060923805,0.0018057681,0.0023495848,0.00095663726],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004319525,0.0008011691,0.002922314,0.002427679,0.00090883893,0.00028045557,0.0005366777,0.00043647463,0.00069810264],"category_scores_gemma":[0.0056742253,0.00054585264,0.00036639028,0.006471278,0.0013663243,0.0006166462,0.00044416572,0.0039961445,0.000018684774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072135916,0.0005533304,0.0016788758,0.124672554,0.0015468985,0.00068138837,0.0027836657,0.0000039816036,0.000007976526,0.0014038397,0.67507684,0.1908693],"study_design_scores_gemma":[0.001198053,0.0016501194,0.0011465772,0.03917712,0.0008441724,0.00076128956,0.0005339197,0.000005385444,0.0000050392796,0.000013149138,0.954146,0.0005191191],"about_ca_topic_score_codex":0.0071919328,"about_ca_topic_score_gemma":0.0008432266,"teacher_disagreement_score":0.27906922,"about_ca_system_score_codex":0.0012915317,"about_ca_system_score_gemma":0.01107701,"threshold_uncertainty_score":0.9996993},"labels":[],"label_agreement":null}]}