{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"62748a315d41","filters":{"venue":"Guangdong Medical Journal"}},"results":[{"id":"W2358058239","doi":"","title":"Somatization and alexithymia in patients with depressive disorder","year":2015,"lang":"en","type":"article","venue":"Guangdong Medical Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Hamd; Somatization; Toronto Alexithymia Scale; Somatization disorder; Depression (economics); Psychology; Clinical psychology; Major depressive disorder; Risk factor; Hamilton depression scale; Psychiatry; Medicine; Internal medicine; Mental health; Anxiety; Mood","authors":[{"name":"Yang Cheng-ji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01081761789204373,"gpt":0.2583175960080955,"spread":0.2474999781160518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002181632,0.000287614,0.0003503012,0.0005941214,0.0003501669,0.0003367107,0.0001180812,0.0002602232,0.001001008],"category_scores_gemma":[0.0009393212,0.0001919758,0.0002513725,0.0004275344,0.0002441034,0.0001881589,0.0002916761,0.0002182683,0.0001134631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206404,"about_ca_system_score_gemma":0.0001554899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177484,"about_ca_topic_score_gemma":0.002616296,"domain_scores_codex":[0.9998271,0.00004212695,0.00002552684,0.0000306626,0.00003630944,0.00003824172],"domain_scores_gemma":[0.9996579,0.00004995946,0.0001856276,0.00001366799,0.00002849274,0.00006430252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008536509,0.00001710956,0.9982534,0.000007712149,0.00002619277,0.0001516512,0.00004859209,0.0000214498,0.0004361118,0.000007771671,0.00003156726,0.0009131716],"study_design_scores_gemma":[0.000007652427,0.00007328998,0.9989184,0.000002665756,0.00001175772,0.0007638624,0.00006942856,0.00007262476,0.00003077385,0.00001197354,0.00003595732,0.000001666941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999605,0.000141086,0.00002651591,0.00001393697,0.000002496502,0.000004645215,0.0000375512,0.000001427431,0.0001673522],"genre_scores_gemma":[0.9997801,0.00005776512,0.00004021928,0.00001021267,0.000004204075,0.000002761162,0.00006301991,2.294586e-7,0.0000415898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177484,"threshold_uncertainty_score":0.003529012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353654277","doi":"","title":"Alexithymia in patients with depressive disorder","year":2010,"lang":"en","type":"article","venue":"Guangdong Medical Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Hamd; Somatization; Depression (economics); Psychology; Clinical psychology; Feeling; Internal medicine; Anxiety; Psychiatry; Medicine","authors":[{"name":"Wenjin Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005601921039303355,"gpt":0.2532813722350732,"spread":0.2476794511957698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493249,0.000275676,0.0003600152,0.000389565,0.0003525702,0.0003347844,0.0001029181,0.0002409811,0.001628446],"category_scores_gemma":[0.0006462557,0.0001598392,0.0001818656,0.0003226108,0.0001593396,0.0001587169,0.0002268052,0.0002193046,0.0001942943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012457,"about_ca_system_score_gemma":0.0001296309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069719,"about_ca_topic_score_gemma":0.001555931,"domain_scores_codex":[0.9998537,0.00002395016,0.00002295463,0.00003180934,0.00003247133,0.00003509468],"domain_scores_gemma":[0.9997215,0.00002908589,0.0001389862,0.000008639263,0.00002959265,0.00007221504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001019516,0.00003854208,0.9968933,0.00001605737,0.00003170125,0.0003367932,0.00006152197,0.00001352873,0.0006829838,0.00001111007,0.0000897455,0.001722718],"study_design_scores_gemma":[0.00001374595,0.0001435114,0.9974452,0.000004744895,0.00001741918,0.00204562,0.00008340421,0.00006250871,0.00005125151,0.00001577442,0.0001150874,0.000001756271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991918,0.0002710736,0.00003876392,0.00002380551,0.000006526225,0.000008993968,0.00007162186,0.00000267147,0.000384597],"genre_scores_gemma":[0.9995083,0.0001320594,0.00006711762,0.0000240804,0.00001157832,0.000005420326,0.000131808,4.24547e-7,0.0001192763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001628446,"threshold_uncertainty_score":0.005447745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2368773936","doi":"","title":"The correlation between tension-type headache and alexithymia","year":2013,"lang":"en","type":"article","venue":"Guangdong Medical Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Visual analogue scale; Correlation; Medicine; Affect (linguistics); Clinical psychology; Significant difference; Pain perception; Internal medicine; Psychology; Physical therapy","authors":[{"name":"Yang Rui-qi","is_ca":false},{"name":"YU Xian-ju","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02054901663322901,"gpt":0.2880342785379301,"spread":0.2674852619047011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003098708,0.0001764527,0.0002078702,0.0009424225,0.0002685845,0.0003079221,0.0001223183,0.0002199788,0.002849979],"category_scores_gemma":[0.001908613,0.0001351254,0.000194091,0.000539974,0.0003459741,0.0002352188,0.0003083727,0.000269054,0.0001661218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364112,"about_ca_system_score_gemma":0.0001591152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414611,"about_ca_topic_score_gemma":0.001113437,"domain_scores_codex":[0.999647,0.00008948188,0.0000530793,0.00005642078,0.00008828813,0.00006576295],"domain_scores_gemma":[0.9984882,0.0003320906,0.0008482996,0.00004238668,0.00009755608,0.0001913308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006565145,0.00002194054,0.997897,0.00001056944,0.00002371802,0.0003274862,0.00005083007,0.00001278445,0.0003374971,0.00001316634,0.00003325043,0.001206017],"study_design_scores_gemma":[0.000003407739,0.00007273482,0.997986,0.000002737222,0.000008195287,0.001703493,0.00008127056,0.00004634183,0.00003215474,0.00001234093,0.00004987153,0.000001480224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991571,0.0002202601,0.00003990463,0.00002138919,0.000004366148,0.000004976426,0.00006230439,0.000001529861,0.000488218],"genre_scores_gemma":[0.9997433,0.00007007824,0.00003563637,0.000006488843,0.000009685938,0.00000223553,0.00006986457,3.233259e-7,0.00006243585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002849979,"threshold_uncertainty_score":0.009534061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2363642809","doi":"","title":"Correlation between cognitive impairment after acute cerebral infarction and blood homocysteine","year":2015,"lang":"en","type":"article","venue":"Guangdong Medical Journal","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Univariate analysis; Homocysteine; Risk factor; Diabetes mellitus; Cerebral infarction; Atrial fibrillation; Infarction; Cardiology; Myocardial infarction; Endocrinology; Ischemia; Multivariate analysis","authors":[{"name":"HE Yi-ta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02887859234259763,"gpt":0.2794221109527726,"spread":0.250543518610175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006148677,0.0003772945,0.0003898013,0.0008351459,0.000320879,0.0004735646,0.0002218987,0.0003992673,0.00103219],"category_scores_gemma":[0.002336273,0.0001861507,0.0003680591,0.0008449221,0.0002016188,0.0002301768,0.0003188946,0.0006568062,0.0001501775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289675,"about_ca_system_score_gemma":0.0003020384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552816,"about_ca_topic_score_gemma":0.002841787,"domain_scores_codex":[0.999655,0.00007731013,0.00004349412,0.00006943953,0.0000792725,0.00007555475],"domain_scores_gemma":[0.9984251,0.0002852636,0.0007651296,0.00007287739,0.0001903727,0.0002613416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002307552,0.00005281735,0.9986583,0.00001230534,0.00006877961,0.00007502014,0.00001650463,0.00002370445,0.00007835216,0.000007128594,0.0000275138,0.0007487405],"study_design_scores_gemma":[0.000006495026,0.0001213193,0.9993187,0.000003544879,0.00003951041,0.0002757342,0.00002429546,0.0001051967,0.00004039294,0.00001869348,0.00004416268,0.000001956207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984502,0.0008784303,0.00008781861,0.00003598594,0.000006119823,0.000009534087,0.0001812261,0.000003750364,0.0003470267],"genre_scores_gemma":[0.9992956,0.0002237491,0.00008794328,0.00001583596,0.00001819151,0.000006427711,0.0002191944,7.805048e-7,0.0001322815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002552816,"threshold_uncertainty_score":0.005075872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919015594","doi":"","title":"Percutaneous transluminal stenting for 203 stenosis of internal carotid artery","year":2003,"lang":"en","type":"article","venue":"Guangdong Medical Journal","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Restenosis; Percutaneous; Internal carotid artery; Stenosis; Radiology; Perioperative; Angiography; Surgery; Stent","authors":[{"name":"Shenmao Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468850779348438,"gpt":0.2627378651885787,"spread":0.2480493573950943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256354,0.0004458423,0.0004230328,0.0006406078,0.0005647148,0.0002882984,0.0002007864,0.000479247,0.002018532],"category_scores_gemma":[0.0009425535,0.0003837905,0.0004811881,0.000386001,0.0002687097,0.0002027311,0.0003501486,0.0002500995,0.0007171428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313475,"about_ca_system_score_gemma":0.0004644615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006124977,"about_ca_topic_score_gemma":0.0008128676,"domain_scores_codex":[0.9997944,0.00003537323,0.00002230625,0.00002490494,0.00005657512,0.00006639651],"domain_scores_gemma":[0.9997957,0.0000447335,0.00005658027,0.0000158744,0.00001658972,0.00007050169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001162691,0.0002863561,0.9179294,0.0001595632,0.0001254726,0.03585619,0.0006651313,0.0002008986,0.01176849,0.0001641223,0.0007861838,0.03089554],"study_design_scores_gemma":[0.0001542793,0.002867727,0.8401118,0.00003782125,0.0001576257,0.1481275,0.0004571344,0.0008845352,0.004159412,0.0002604885,0.002751287,0.00003030543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986175,0.0005496855,0.0002656017,0.00003122555,0.00001028231,0.0000160331,0.0000335223,0.00001049857,0.000465584],"genre_scores_gemma":[0.9986976,0.0003823527,0.0003254317,0.00004855246,0.00003934723,0.00002820084,0.0001385453,0.000003000274,0.0003370556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002018532,"threshold_uncertainty_score":0.00675267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}