{"id":"W2041248651","doi":"10.4088/jcp.08m04978blu","title":"Underrecognition of Clinically Significant Side Effects in Depressed Outpatients","year":2010,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Checklist; Side effect (computer science); Medicine; Depression (economics); Psychiatry; Clinical Practice; Internal medicine; Physical therapy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003651238,0.0001551357,0.0007902664,0.0001302788,0.00002996727,0.000005918147,0.0002781247,0.0002706007,0.00004220306],"category_scores_gemma":[0.003813046,0.00008758384,0.000423259,0.0001526167,0.0002029218,0.00009081552,0.00004628279,0.001536278,0.00002065285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001194311,"about_ca_system_score_gemma":0.0003353195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001331236,"about_ca_topic_score_gemma":0.00003400994,"domain_scores_codex":[0.9957913,0.000522635,0.002778323,0.0001588922,0.0005593715,0.0001895158],"domain_scores_gemma":[0.9940265,0.003263044,0.001821902,0.0004419841,0.00022251,0.000224079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006317652,0.003543973,0.9571309,0.0001059706,0.0001637225,0.00002424558,0.00006263662,0.00001332234,0.00299426,0.00004057839,0.0007838161,0.02881893],"study_design_scores_gemma":[0.01119381,0.003676179,0.9758351,0.0008112065,0.0005166182,0.00006135627,0.00007036735,0.00006969213,0.0005934621,0.007000338,0.00008260901,0.00008930176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907035,0.0001554842,0.0002700124,0.002612172,0.004230668,0.0003843463,0.000002411469,0.00001061718,0.001630791],"genre_scores_gemma":[0.9914426,0.0001275363,0.007021208,0.0006381668,0.000706262,0.000001973281,0.000002411536,0.00002240005,0.00003741565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02872963,"threshold_uncertainty_score":0.6674447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04009571015133109,"score_gpt":0.4027247213711302,"score_spread":0.3626290112197992,"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."}}