{"id":"W2885957307","doi":"10.5694/mja18.00001","title":"Network meta‐analysis in health care decision making","year":2018,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"MEDLINE; Health care; Medicine; Environmental health; Biology; Political science","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":[0.08306088,0.004010198,0.009982665,0.004824142,0.001144989,0.003064789,0.002782612,0.003332183,0.007504588],"category_scores_gemma":[0.206908,0.002044176,0.03405644,0.004119336,0.0008991636,0.003769141,0.00292595,0.005072499,0.0004379103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226889,"about_ca_system_score_gemma":0.003189151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021313,"about_ca_topic_score_gemma":0.01425319,"domain_scores_codex":[0.8102453,0.1743289,0.006541933,0.005246355,0.002750189,0.0008872829],"domain_scores_gemma":[0.6939577,0.2898119,0.005784038,0.006943538,0.002455227,0.001047547],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006829732,0.00008169687,0.01148146,0.01647743,0.941273,0.0001102668,0.0001024196,0.005698316,0.00007724018,0.001212233,0.001458748,0.01519735],"study_design_scores_gemma":[0.004811787,0.000754304,0.006014995,0.003567117,0.9502381,0.0001700021,0.0001075275,0.01549165,0.0001899634,0.01440646,0.004169265,0.00007881927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.07214468,0.8158987,0.08625072,0.008692238,0.007351576,0.001367332,0.004201512,0.000427779,0.003665571],"genre_scores_gemma":[0.877001,0.06789736,0.04137192,0.004000531,0.00236373,0.003283228,0.001688392,0.0001909203,0.002202994],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9169391,"threshold_uncertainty_score":0.4392731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07730088032423575,"score_gpt":0.3870602120994928,"score_spread":0.3097593317752571,"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."}}