{"id":"W2305876384","doi":"10.1177/070674371506001207","title":"A Canadian Primary Care Sentinel Surveillance Network Study Evaluating Antidepressant Prescribing in Canada from 2006 to 2012","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; Queen's University","funders":"","keywords":"Primary care; Medicine; Antidepressant; Psychiatry; Family medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424449,0.0005113098,0.0006909055,0.002670667,0.002153154,0.001037568,0.001381305,0.0004985492,0.0009037817],"category_scores_gemma":[0.003781654,0.0005070785,0.0007623393,0.007598046,0.00047256,0.0004783198,0.000847945,0.0006167467,0.0001738812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03107166,"about_ca_system_score_gemma":0.05274858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942286,"about_ca_topic_score_gemma":0.9967488,"domain_scores_codex":[0.9975939,0.0001413093,0.0002039233,0.0003136269,0.001288834,0.0004582765],"domain_scores_gemma":[0.9950559,0.0001069548,0.0007856708,0.00008452244,0.003338378,0.0006286559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005496464,0.00002619983,0.9936918,0.00009856906,0.00009742609,0.00005893152,0.000302909,0.00008458272,0.0001080178,0.00003732404,0.00234215,0.003097229],"study_design_scores_gemma":[0.000007290083,0.00002135235,0.9986545,0.00003477344,0.0000357662,0.00004314976,0.0002634144,0.0001697991,0.00003334432,0.000004540013,0.000726621,0.000005375396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935738,0.00279636,0.0003613105,0.000852079,0.00005280011,0.0004069438,0.05474288,0.0000504288,0.004999305],"genre_scores_gemma":[0.9829584,0.001371847,0.0008915546,0.0003918055,0.00002417141,0.0001304771,0.0134857,0.000009103114,0.0007370078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107166,"threshold_uncertainty_score":0.2254417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04641495854148906,"score_gpt":0.32595789877649,"score_spread":0.2795429402350009,"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."}}