{"id":"W2132791223","doi":"10.1136/bmj.320.7234.537","title":"Systematic reviews and meta-analyses on treatment of asthma: critical evaluation","year":2000,"lang":"en","type":"article","venue":"BMJ","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Canada; AstraZeneca","keywords":"Cochrane Library; CINAHL; Systematic review; MEDLINE; Meta-analysis; Medicine; Family medicine; Internal medicine; Nursing; Psychological intervention; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004122548,0.00009851043,0.0007763549,0.00003864742,0.0000234275,0.000004791402,0.00001478034,0.00002655467,0.001920263],"category_scores_gemma":[0.0006238007,0.00004629965,0.0002569965,0.00005407709,0.00003928925,0.00002059018,0.000001873621,0.00001524502,0.00009819414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000283189,"about_ca_system_score_gemma":0.00003790226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004758651,"about_ca_topic_score_gemma":0.000001055814,"domain_scores_codex":[0.9987956,0.0003437888,0.0004021812,0.0001243216,0.0002678062,0.00006633533],"domain_scores_gemma":[0.9993902,0.000174361,0.00006557666,0.0002284507,0.00006307372,0.00007836469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003183828,0.01730586,0.002887292,0.2044017,0.03999894,0.0007470549,0.003477489,0.0004304374,0.007040317,0.002373588,0.05823988,0.6599136],"study_design_scores_gemma":[0.01460718,0.02533724,0.07235348,0.01419038,0.698201,0.0006333202,0.001271597,0.008890094,0.01247713,0.0007839555,0.1497495,0.001505085],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6999123,0.2559654,0.00006545686,0.005606103,0.0001087415,0.01226776,0.00004180665,0.00005899333,0.02597348],"genre_scores_gemma":[0.9966975,0.0003617668,0.0002228295,0.0003832612,0.00009910515,0.0004828777,0.000006928115,0.000008188475,0.001737559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6584085,"threshold_uncertainty_score":0.9989921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.282849154250818,"score_gpt":0.4938297203720834,"score_spread":0.2109805661212655,"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."}}