{"id":"W2329073619","doi":"10.1097/jcp.0000000000000083","title":"Commentary #1","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Treatment of Major Depression","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Library science; Psychology; Medicine; Psychiatry; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005964226,0.00145594,0.001901023,0.001751494,0.005109267,0.003745351,0.006085189,0.05149886,0.04015202],"category_scores_gemma":[0.05960644,0.00119072,0.002374871,0.001356351,0.002944253,0.004459874,0.002001761,0.03978565,0.02640913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009009629,"about_ca_system_score_gemma":0.01559767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03379615,"about_ca_topic_score_gemma":0.03885004,"domain_scores_codex":[0.9935789,0.001264404,0.000559069,0.000895685,0.002993718,0.0007082415],"domain_scores_gemma":[0.9693972,0.01193856,0.001061646,0.0008037047,0.01355337,0.003245504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008642242,0.000002641578,0.00001441663,0.00004914918,0.000003970916,0.0000356177,0.00001300833,0.000004997269,0.000009574961,0.0002723131,0.9986385,0.0009472945],"study_design_scores_gemma":[0.00005663571,0.00001615149,0.0002443399,0.0006464394,0.0000303445,0.0001885791,0.0001039084,0.00004139841,0.00008819278,0.001435343,0.997121,0.00002756424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007367836,0.001680838,0.00006264204,0.8753204,0.1179474,0.00004288822,0.0004512729,0.00004978633,0.004371141],"genre_scores_gemma":[0.0008115744,0.001275536,0.0001024494,0.9401124,0.04645531,0.00008659645,0.000153466,0.00003648482,0.0109662],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05149886,"threshold_uncertainty_score":0.1343219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06607950177319531,"score_gpt":0.4905980193795099,"score_spread":0.4245185176063146,"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."}}