{"id":"W2153403353","doi":"10.1371/journal.pmed.0050045","title":"Initial Severity and Antidepressant Benefits: A Meta-Analysis of Data Submitted to the Food and Drug Administration","year":2008,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Treatment of Major Depression","field":"Medicine","cited_by":2441,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Placebo; Antidepressant; Medicine; Meta-analysis; Depression (economics); Clinical trial; Internal medicine; Drug; Psychiatry; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02809268,0.00278213,0.01310161,0.007551496,0.0005685084,0.003371265,0.002144139,0.001642587,0.002728662],"category_scores_gemma":[0.06010952,0.001634301,0.04815489,0.008119826,0.0006837776,0.001269176,0.001516378,0.001891138,0.0003066992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886993,"about_ca_system_score_gemma":0.001895719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004830724,"about_ca_topic_score_gemma":0.006297518,"domain_scores_codex":[0.9690065,0.02209041,0.004163858,0.002475515,0.001839241,0.0004245337],"domain_scores_gemma":[0.9526658,0.03751413,0.005620763,0.00257839,0.001303997,0.0003169331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003005069,0.00001981209,0.009503004,0.02700274,0.9533096,0.00008349573,0.00003131604,0.00131,0.0002349476,0.0001229104,0.0006804141,0.0046967],"study_design_scores_gemma":[0.0009219772,0.0001489379,0.007017978,0.001896497,0.9879768,0.0000752498,0.00001535245,0.0006170351,0.0001518035,0.000328251,0.0008312738,0.00001875985],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04381852,0.9427474,0.005989858,0.0009225906,0.0004159177,0.0005857886,0.004503329,0.0001718667,0.0008446602],"genre_scores_gemma":[0.7910947,0.1892428,0.01089863,0.001194727,0.0004366208,0.001783688,0.004678363,0.000135707,0.0005347642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9868984,"threshold_uncertainty_score":0.1485701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3116741415317401,"score_gpt":0.4106963961362543,"score_spread":0.09902225460451425,"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."}}