{"id":"W2112485792","doi":"10.1185/030079907x233269","title":"Reviewing CATIE for clinicians:balancing benefit and risk using evidence-based medicine tools","year":2007,"lang":"en","type":"review","venue":"Current Medical Research and Opinion","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Eli Lilly (Canada); Memorial University of Newfoundland","funders":"","keywords":"Medicine; Intensive care medicine; Evidence-based medicine; Alternative medicine; MEDLINE; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01387823,0.0005589607,0.002576923,0.0009333306,0.0005197319,0.0000987711,0.0003187654,0.0005713396,0.0001363736],"category_scores_gemma":[0.03910111,0.0003528226,0.00036426,0.0008745969,0.0009149921,0.0001619569,0.0002747719,0.002579298,0.00001605561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004929121,"about_ca_system_score_gemma":0.003398533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147543,"about_ca_topic_score_gemma":0.00004175818,"domain_scores_codex":[0.9924621,0.0007017642,0.001411015,0.001125261,0.002996184,0.00130369],"domain_scores_gemma":[0.9808464,0.01520867,0.0003483539,0.0006277014,0.0007036296,0.002265229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007270169,0.0001468085,0.0003647144,0.05230282,0.0001583846,0.00003725274,0.00001944765,2.482728e-8,1.14536e-7,0.0002338381,0.00118859,0.944821],"study_design_scores_gemma":[0.002504836,0.001654278,0.0001770358,0.2873586,0.0004660113,0.00006737711,0.00001773081,0.0004256979,7.373911e-7,0.0002829337,0.7068254,0.0002193982],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001913862,0.9926362,0.00102857,0.001114593,0.0006756163,0.00420584,0.00009023478,0.00003615525,0.00002137895],"genre_scores_gemma":[0.00003199119,0.9947498,0.001171624,0.00005781249,0.002967867,0.0003825991,0.0005428694,0.00006898852,0.00002644744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9446016,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6920178167274026,"score_gpt":0.6105946113727778,"score_spread":0.08142320535462477,"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."}}