{"id":"W1497787159","doi":"10.1503/jpn.100135","title":"Psychopharmacology for the Clinician","year":2011,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopharmacology; Psychology; Neuroscience; Psychiatry; Medicine; MEDLINE; Psychotherapist; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872463,0.0007162603,0.0007401567,0.001013128,0.001513911,0.00330314,0.0008728722,0.005698862,0.1618728],"category_scores_gemma":[0.01652146,0.0003368847,0.0005329105,0.0004820996,0.001153691,0.003167987,0.002400496,0.00720541,0.1172603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648917,"about_ca_system_score_gemma":0.005626043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176098,"about_ca_topic_score_gemma":0.003211281,"domain_scores_codex":[0.9981561,0.0003798183,0.0001515111,0.0001948263,0.0008926407,0.0002251272],"domain_scores_gemma":[0.9917338,0.00144365,0.0004539922,0.0007991353,0.002803032,0.00276634],"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":[0.00001539048,0.00004952465,0.0002163624,0.00009606503,0.000003631764,0.0004480072,0.00005767995,0.00001426949,0.0001535377,0.001496653,0.9175503,0.0798986],"study_design_scores_gemma":[0.00001922784,0.000023184,0.0003635323,0.0003155863,0.000003608252,0.002170747,0.00008501547,0.00002116402,0.00003351035,0.002333553,0.994624,0.000006957151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008748043,0.05262277,0.003060954,0.6087256,0.07718361,0.0001919467,0.0003029806,0.000776657,0.2562606],"genre_scores_gemma":[0.02212453,0.0839685,0.009461862,0.3982659,0.09090736,0.0003536436,0.0005658353,0.0002937618,0.3940586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1618728,"threshold_uncertainty_score":0.5415183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216430453544659,"score_gpt":0.3099213230622236,"score_spread":0.247757018526777,"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."}}