{"id":"W2030444595","doi":"10.1097/mlr.0b013e3180546867","title":"Comparison of Meta-Analytic Results of Indirect, Direct, and Combined Comparisons of Drugs for Chronic Insomnia in Adults: A Case Study","year":2007,"lang":"en","type":"article","venue":"Medical Care","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Insomnia; Chronic insomnia; Meta-analysis; Medicine; Psychiatry; Psychology; Internal medicine; Sleep disorder","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":[],"consensus_categories":[],"category_scores_codex":[0.00117807,0.0001838383,0.001332404,0.0003292567,0.00003404093,0.000002182124,0.0001946704,0.0002771826,0.0001540531],"category_scores_gemma":[0.000466698,0.0001422216,0.0002037059,0.0005196293,0.0003046541,0.00001965596,0.00005753949,0.000320612,0.000001451298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004570187,"about_ca_system_score_gemma":0.00009135885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004777753,"about_ca_topic_score_gemma":0.01789042,"domain_scores_codex":[0.9973434,0.0002371559,0.001311308,0.0003521824,0.0004639573,0.0002919726],"domain_scores_gemma":[0.9977574,0.001118935,0.0004280313,0.0003630738,0.0001769079,0.0001555907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.009711226,0.01438115,0.4209556,0.001637364,0.01642231,0.001022608,0.4815734,0.00009165261,0.00003693849,0.0002109772,0.007018842,0.04693795],"study_design_scores_gemma":[0.09553325,0.01163033,0.06675588,0.0005719351,0.01337216,0.00009569641,0.8063608,0.001492347,0.001635069,0.00004042945,0.001794003,0.0007181421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856915,0.009320878,0.00003766251,0.00008170529,0.0001886095,0.0009647126,0.00007159474,0.00001713748,0.003626218],"genre_scores_gemma":[0.9997726,0.00001489712,0.00004764983,0.00001919609,0.00001686916,0.00004139794,0.0000367602,0.0000168589,0.00003374077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3541997,"threshold_uncertainty_score":0.9983276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482593579774482,"score_gpt":0.3913575282682423,"score_spread":0.3465315924704975,"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."}}