{"id":"W4392107888","doi":"10.15173/m.v1i19.772","title":"Evidence&gt;&gt;Insight&gt;&gt;Action","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Action (physics); Pharmacology; Medicine; Chemistry; Neuroscience; Biology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07639112,0.001676966,0.005732785,0.01564689,0.001491041,0.008615242,0.00330621,0.01047312,0.1243455],"category_scores_gemma":[0.5059685,0.001948772,0.003087462,0.009101794,0.004429202,0.007267331,0.007860953,0.006732587,0.02670322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006987423,"about_ca_system_score_gemma":0.02341848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004991853,"about_ca_topic_score_gemma":0.007475577,"domain_scores_codex":[0.9094777,0.05509613,0.01272556,0.003809904,0.01745066,0.001440025],"domain_scores_gemma":[0.6307672,0.2344244,0.03885185,0.02667775,0.05579795,0.01348086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000388923,0.00003100932,0.0005711057,0.01738698,0.0005114145,0.00007092954,0.0004053454,0.0001480622,0.000178832,0.02963164,0.5994975,0.3511782],"study_design_scores_gemma":[0.001278837,0.0001623475,0.002100753,0.06164284,0.001850824,0.0002974709,0.0005241698,0.001662387,0.0007413366,0.09350367,0.8360855,0.0001499883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001476842,0.1873279,0.0258861,0.5793659,0.060935,0.003741106,0.00814193,0.002799782,0.1303255],"genre_scores_gemma":[0.1055928,0.1723901,0.2687923,0.2076008,0.05710933,0.01948981,0.003633653,0.003933508,0.1614576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8756545,"threshold_uncertainty_score":0.4159772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8738864748740229,"score_gpt":0.567356968131227,"score_spread":0.3065295067427959,"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."}}