{"meta":{"query_hash":"24e7dc26a57f","filters":{"venue":"Open Journal of Depression"},"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/24e7dc26a57f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Journal+of+Depression"},"results":[{"id":"W1853297791","doi":"10.4236/ojd.2015.44005","title":"Connection between the Linoleic Acid and Psychopathology: A Symmetry-Breaking Phenomenon in the Brain?","year":2015,"lang":"en","type":"article","venue":"Open Journal of Depression","topic":"Eicosanoids and Hypertension Pharmacology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Phenomenon; Connection (principal bundle); Psychopathology; Symmetry breaking; Psychology; Linoleic acid; Symmetry (geometry); Neuroscience; Cognitive science; Communication; Physics; Biology; Mathematics; Psychiatry; Biochemistry; Particle physics; Quantum mechanics; Geometry","score_opus":0.04640125442149102,"score_gpt":0.3460545644303866,"score_spread":0.2996533100088956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1853297791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40906063,0.21835798,0.13954057,0.13889901,0.0032911252,0.00009588902,0.00030804187,0.00027719207,0.09016959],"genre_scores_gemma":[0.9452421,0.034872957,0.010905373,0.0035839651,0.0010851395,0.00003278916,0.000044630015,0.000029499059,0.0042036017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998319,0.00004711642,0.00001177067,0.000041850173,0.000037258826,0.000029985427],"domain_scores_gemma":[0.9996921,0.00012163807,0.000076610224,0.00004658292,0.00003411328,0.000029012812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043407135,0.00026041624,0.00038538277,0.0005302166,0.00039880685,0.0012199507,0.00036420726,0.00096152106,0.0016523713],"category_scores_gemma":[0.00070530444,0.0000922929,0.00037034563,0.00029071074,0.0035634483,0.0018897111,0.0009007758,0.001297607,0.00025678918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033981886,0.00010706578,0.007809233,0.00072360545,0.00015137941,0.0045513595,0.0032487137,0.001063076,0.0459999,0.8262287,0.0026991435,0.10707808],"study_design_scores_gemma":[0.000028707289,0.00025631295,0.007624916,0.00018485771,0.000044547476,0.0047003976,0.0010972038,0.0014660711,0.006638141,0.948095,0.029813759,0.000050168303],"about_ca_topic_score_codex":0.00041990803,"about_ca_topic_score_gemma":0.00024816193,"teacher_disagreement_score":0.0016523713,"about_ca_system_score_codex":0.00045708235,"about_ca_system_score_gemma":0.0004523859,"threshold_uncertainty_score":0.005527675},"labels":[],"label_agreement":null},{"id":"W1977195185","doi":"10.4236/ojd.2014.35022","title":"Paroxetine Increased the Serum Estrogen in Postmenopausal Women with Depressive and Anxiety Symptoms","year":2014,"lang":"en","type":"article","venue":"Open Journal of Depression","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":6,"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":"Paroxetine; Estrogen; Internal medicine; Hamilton Anxiety Rating Scale; Menopause; Endocrinology; Montreal Cognitive Assessment; Anxiety; Psychology; Clinical Global Impression; Placebo; Major depressive disorder; Medicine; Antidepressant; Psychiatry; Cognitive impairment; Disease","score_opus":0.011023042935307363,"score_gpt":0.2896494427937751,"score_spread":0.2786263998584677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977195185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850113,0.012927893,0.00014279166,0.00034103479,0.00011487624,0.00012229643,0.00016672857,0.00003117671,0.001141977],"genre_scores_gemma":[0.9958585,0.0027640725,0.000274478,0.00023282073,0.000073544856,0.00006932548,0.00008097568,0.0000017804891,0.00064452],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99988174,0.000054230055,0.000014038498,0.0000149267835,0.00001924845,0.000015845942],"domain_scores_gemma":[0.99981743,0.00006982712,0.000050046936,0.0000089156765,0.000020991272,0.00003281238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030754277,0.00017932439,0.000567604,0.000119944285,0.00011260673,0.00010971553,0.00011440928,0.0002639103,0.0017622682],"category_scores_gemma":[0.000999763,0.00010165067,0.00037499057,0.00010339937,0.00007189296,0.00011136769,0.00008219006,0.00031099777,0.00015456603],"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":[0.31486014,0.008617164,0.09248071,0.004427915,0.0045730444,0.0010665943,0.0006355371,0.00040388913,0.09404365,0.00016073784,0.0040962882,0.47463435],"study_design_scores_gemma":[0.06534351,0.16224281,0.7399851,0.00031975843,0.004949907,0.0019273044,0.00029560368,0.0010533683,0.012420652,0.00021139559,0.01120867,0.000041916504],"about_ca_topic_score_codex":0.00056728296,"about_ca_topic_score_gemma":0.0013724412,"teacher_disagreement_score":0.0017622682,"about_ca_system_score_codex":0.00013307568,"about_ca_system_score_gemma":0.00016455125,"threshold_uncertainty_score":0.005895376},"labels":[],"label_agreement":null},{"id":"W2090266415","doi":"10.4236/ojd.2014.34018","title":"Loneliness of the Marginalized","year":2014,"lang":"en","type":"article","venue":"Open Journal of Depression","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Loneliness; Human immunodeficiency virus (HIV); Psychology; Isolation (microbiology); Social isolation; Mental health; Population; Quality of life (healthcare); Transgender; Psychiatry; Medicine; Psychotherapist; Virology","score_opus":0.06898513158959499,"score_gpt":0.44466549954852347,"score_spread":0.37568036795892845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090266415","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2672773,0.6154487,0.0016982056,0.04367264,0.0041943463,0.000049761325,0.000099721074,0.000039700288,0.06751962],"genre_scores_gemma":[0.7388407,0.24822383,0.00042067165,0.0057813185,0.0014462085,0.000049096063,0.00004906976,0.0000113757005,0.0051777754],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99935824,0.0003507165,0.000033281973,0.000053854386,0.0000880547,0.00011587605],"domain_scores_gemma":[0.99937576,0.00024186008,0.00011252774,0.00002023751,0.000079212805,0.00017030929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006455754,0.00031452192,0.000594892,0.0005822751,0.0015302743,0.0022635863,0.00030886146,0.0008194482,0.0019603493],"category_scores_gemma":[0.0017042673,0.00011681859,0.00027242096,0.00033890788,0.0027559563,0.0023447347,0.0025219147,0.0011344084,0.0002103138],"study_design_candidate":"qualitative","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":[0.00027056923,0.00017023463,0.025676006,0.0064104716,0.00025396087,0.009386024,0.21563473,0.00025502002,0.0026564586,0.06278577,0.056381658,0.6201191],"study_design_scores_gemma":[0.000028582708,0.0003879251,0.04957387,0.008950354,0.00016462259,0.018202068,0.18794122,0.00020426781,0.00064396346,0.032725174,0.7010748,0.00010321841],"about_ca_topic_score_codex":0.0012557344,"about_ca_topic_score_gemma":0.0021193014,"teacher_disagreement_score":0.0022635863,"about_ca_system_score_codex":0.00071830186,"about_ca_system_score_gemma":0.00094800186,"threshold_uncertainty_score":0.006558001},"labels":[],"label_agreement":null},{"id":"W4381435673","doi":"10.4236/ojd.2023.122002","title":"The Potential Effectiveness of Medical Cannabis in the Treatment of Wellness Outcomes for Veterans with Depression","year":2023,"lang":"en","type":"article","venue":"Open Journal of Depression","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Maple Leaf Medical Clinic","funders":"","keywords":"Prejudice (legal term); Implicit bias; Implicit-association test; Attribution; Psychology; Implicit attitude; Attribution bias; Referral; Social psychology; Depression (economics); Implicit personality theory; Association (psychology); Clinical psychology; Medicine; Psychotherapist","score_opus":0.02273814301537732,"score_gpt":0.35194148924270086,"score_spread":0.32920334622732356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381435673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98983604,0.007745117,0.000055034685,0.00052375597,0.000016155762,0.000041826035,0.000108957356,0.0000042854904,0.0016688673],"genre_scores_gemma":[0.9971481,0.0023336604,0.00014359533,0.00008153197,0.000020077647,0.0000096956655,0.000051203027,7.4116366e-7,0.00021137462],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995801,0.00021891418,0.00003884971,0.000022313257,0.00008729257,0.000052549523],"domain_scores_gemma":[0.9993656,0.00023215165,0.00022167515,0.000022527438,0.000053971187,0.00010404271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065069966,0.00007426615,0.00023007307,0.00028589627,0.00027602602,0.00038296563,0.00016152777,0.00015774475,0.0016429535],"category_scores_gemma":[0.0024378283,0.0000630256,0.00039427952,0.00028053336,0.0001393679,0.0002603363,0.00022650605,0.00028245602,0.00009415038],"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":[0.009408116,0.0041533164,0.37079352,0.0018421928,0.0012327854,0.00028988076,0.0013814515,0.0003200845,0.005643064,0.0006313013,0.001001209,0.603303],"study_design_scores_gemma":[0.0005817817,0.011698994,0.9762473,0.00045029976,0.00079894875,0.000530478,0.001995879,0.0007263538,0.0018821848,0.00034884253,0.0047139865,0.000025011965],"about_ca_topic_score_codex":0.002514148,"about_ca_topic_score_gemma":0.012491046,"teacher_disagreement_score":0.002514148,"about_ca_system_score_codex":0.00039725626,"about_ca_system_score_gemma":0.0004301364,"threshold_uncertainty_score":0.005496204},"labels":[],"label_agreement":null},{"id":"W4416778415","doi":"10.4236/ojd.2025.144006","title":"Improving the Diagnosis of Mood Disorders: A Mini-Review of Recent Approaches","year":2025,"lang":"","type":"article","venue":"Open Journal of Depression","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Medical diagnosis; Mood; Identification (biology); Diagnostic accuracy; Mood disorders","score_opus":0.08115071938390239,"score_gpt":0.37631373933086365,"score_spread":0.29516301994696126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416778415","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008875047,0.99837023,0.000097808086,0.0009058913,0.00034449008,0.000008647273,0.000014673081,0.0000048130514,0.00016473467],"genre_scores_gemma":[0.0005347853,0.99764806,0.0004358357,0.00064604497,0.0006046944,0.000016941867,0.000036442518,0.0000022074441,0.000074966614],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980064,0.000549986,0.0005607025,0.0002311037,0.00053358503,0.00011816428],"domain_scores_gemma":[0.9892485,0.007719042,0.00084174436,0.0001181674,0.0018420102,0.00023049438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047678924,0.0012304268,0.0024873232,0.0055148676,0.00054251344,0.0022213832,0.002191759,0.0017527713,0.003737506],"category_scores_gemma":[0.011028814,0.00068454444,0.0017047566,0.003915699,0.0011739295,0.0038685696,0.001500087,0.002647704,0.0011504292],"study_design_candidate":"not_applicable","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":[0.00016145744,0.00009190037,0.00082022307,0.07219866,0.00035499732,0.00018495502,0.00026611966,0.0002490929,0.0005012628,0.0022179557,0.03446993,0.8884834],"study_design_scores_gemma":[0.00008164829,0.0005306796,0.008353918,0.12605819,0.0016735585,0.0030174716,0.00077760883,0.00040763614,0.0008187415,0.005255139,0.8528929,0.00013253647],"about_ca_topic_score_codex":0.0024460799,"about_ca_topic_score_gemma":0.0043509523,"teacher_disagreement_score":0.0055148676,"about_ca_system_score_codex":0.0019380723,"about_ca_system_score_gemma":0.003952187,"threshold_uncertainty_score":0.025215328},"labels":[],"label_agreement":null}]}