{"id":"W2135836418","doi":"","title":"The Evolving Practice of Preventative Medicine","year":2012,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Medicine; Preventive healthcare; Preventive care; Alternative medicine; Health care; Do no harm; Family medicine; Public health; Nursing; Psychiatry; Psychology; Law; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05270752,0.0009634946,0.00143741,0.0063286,0.00539652,0.01324783,0.006737787,0.01826939,0.0110704],"category_scores_gemma":[0.0801306,0.0009413613,0.001276043,0.004783008,0.04887296,0.01658334,0.01124332,0.02559552,0.002919203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01923992,"about_ca_system_score_gemma":0.02615483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007241801,"about_ca_topic_score_gemma":0.008272052,"domain_scores_codex":[0.9567173,0.02096197,0.002388265,0.004654357,0.01371386,0.001564209],"domain_scores_gemma":[0.8665668,0.08400438,0.007604609,0.0122857,0.01651916,0.01301937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006972699,0.0002682639,0.002162599,0.00235262,0.00006458404,0.0003657905,0.007447531,0.0006774758,0.0003290936,0.5206517,0.1202753,0.3453353],"study_design_scores_gemma":[0.00001800604,0.00006070747,0.00113282,0.006007361,0.00001385349,0.0009306117,0.002753357,0.0002753463,0.0001592089,0.1969783,0.7916238,0.000046512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002218387,0.2836637,0.02262303,0.6338274,0.008477592,0.00005900577,0.00006358275,0.0002067983,0.04886051],"genre_scores_gemma":[0.13877,0.4904517,0.04578182,0.2748956,0.03871974,0.0003988741,0.0001406319,0.0003521821,0.01048955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05270752,"threshold_uncertainty_score":0.2787474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5546029380467595,"score_gpt":0.6204887264758795,"score_spread":0.06588578842911996,"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."}}