{"id":"W2588596111","doi":"10.1016/j.psychres.2017.02.027","title":"Cannabis use and the course and outcome of major depressive disorder: A population based longitudinal study","year":2017,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Anhedonia; Cannabis; Psychiatry; Major depressive disorder; Depression (economics); Confounding; Medicine; Population; Longitudinal study; Clinical psychology; Major depressive episode; Psychology; Mood; Schizophrenia (object-oriented programming); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224037,0.0001503809,0.0003895305,0.0001946361,0.001090352,0.0002991481,0.0002828094,0.00008013251,0.00005928347],"category_scores_gemma":[0.001145223,0.00009411552,0.00008284173,0.0001694207,0.0009322075,0.0001769118,0.0003004302,0.0005896265,0.000002304231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003230951,"about_ca_system_score_gemma":0.0002616175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02479995,"about_ca_topic_score_gemma":0.009806812,"domain_scores_codex":[0.9974005,0.0003591357,0.0003308208,0.0004244941,0.001055151,0.0004298591],"domain_scores_gemma":[0.9979292,0.00008304515,0.0001360097,0.001086715,0.0005302888,0.0002347307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354922,0.0005387285,0.990841,0.0002041961,0.00008902265,0.00001434311,0.0001640631,0.000001073063,0.00001806435,0.0006231282,0.004399994,0.001751516],"study_design_scores_gemma":[0.008196507,0.0005480492,0.9889345,0.00005714433,0.0001144414,0.00001520127,0.0007157462,0.0005189001,0.000003871486,0.0003426778,0.0004611053,0.00009189268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348245,0.001239696,0.00001297605,0.0619172,0.0001156592,0.001723767,0.00002507393,0.00001049972,0.0001306673],"genre_scores_gemma":[0.9969236,0.00005005667,0.0000866436,0.00005270704,0.0001260766,0.0001905622,0.000007174034,0.00002560077,0.002537583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06209913,"threshold_uncertainty_score":0.981694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0791487216727848,"score_gpt":0.4293730379191023,"score_spread":0.3502243162463175,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}