{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.135202,0.003267143,0.008095387,0.00897454,0.0008850195,0.004318453,0.002255051,0.00277901,0.002135871],"category_scores_gemma":[0.3601378,0.001816812,0.02721825,0.006866912,0.001235274,0.002520065,0.002086673,0.001949723,0.000250923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002916729,"about_ca_system_score_gemma":0.001650365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285763,"about_ca_topic_score_gemma":0.004751191,"domain_scores_codex":[0.7979863,0.1747891,0.0153703,0.003365456,0.007699668,0.0007891411],"domain_scores_gemma":[0.6123432,0.3555007,0.01305904,0.01101838,0.00768723,0.0003916009],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01400296,0.0001899585,0.05482858,0.05485841,0.8121387,0.002781305,0.001021132,0.004247438,0.000815969,0.002251211,0.001347968,0.05151643],"study_design_scores_gemma":[0.003996115,0.001932834,0.01804006,0.009265278,0.9525874,0.002394181,0.000462088,0.004121958,0.001086337,0.003644998,0.002326597,0.0001420515],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2438419,0.6679335,0.06908238,0.003505804,0.001224441,0.00567322,0.002471069,0.0003640259,0.005903628],"genre_scores_gemma":[0.8806813,0.06178189,0.05137899,0.0007679705,0.00037366,0.003735451,0.0007196693,0.00007915331,0.0004819582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.864798,"threshold_uncertainty_score":0.7150251,"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."}}