{"id":"W2530323043","doi":"10.1111/imj.13212","title":"Evolve osteoporosis and other guidelines avoiding cognitive bias","year":2016,"lang":"en","type":"editorial","venue":"Internal Medicine Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Australasian College of Physicians","keywords":"Medicine; Gross domestic product; Per capita; Liberian dollar; Health care; Specialty; Family medicine; Economic growth; Finance; Environmental health; Economics; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02343789,0.0003878884,0.0007362019,0.003314016,0.001576198,0.004182647,0.001625134,0.005565558,0.01741617],"category_scores_gemma":[0.2143114,0.0003169269,0.0009887057,0.001648228,0.002802342,0.00446422,0.005606032,0.004997144,0.004632385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002163219,"about_ca_system_score_gemma":0.01141798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003268619,"about_ca_topic_score_gemma":0.01018447,"domain_scores_codex":[0.9755641,0.01410044,0.001918793,0.0009156996,0.006594024,0.0009070091],"domain_scores_gemma":[0.9110704,0.05009285,0.008213665,0.007554299,0.01559348,0.007475202],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009133758,0.0001501578,0.004934126,0.001094452,0.000115393,0.0007597534,0.001697234,0.0002942717,0.0001214551,0.03739857,0.3659561,0.5873871],"study_design_scores_gemma":[0.0002072997,0.0001638002,0.004680818,0.007151094,0.0001631977,0.001961184,0.0008612045,0.0004912668,0.0002652261,0.101864,0.8821338,0.00005717109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009824158,0.04428786,0.02331392,0.6639426,0.01364773,0.0005251153,0.0005789406,0.0007829838,0.2430966],"genre_scores_gemma":[0.3077074,0.06362856,0.08726166,0.4299233,0.04668181,0.001584616,0.001665083,0.000938852,0.0606088],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9765621,"threshold_uncertainty_score":0.1239529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.660093832242277,"score_gpt":0.6138210882677895,"score_spread":0.04627274397448755,"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."}}