{"id":"W7093705482","doi":"","title":"Upstream Medicine : Doctors for a Healthier Society : [book supplements]","year":2017,"lang":"fr","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Upstream (networking); Medical humanities; Medical practice; Medical anthropology; Health care; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005319957,0.001008975,0.0005336575,0.001224952,0.003820021,0.004824313,0.001223431,0.002923619,0.1281523],"category_scores_gemma":[0.002939483,0.0003884994,0.0004254532,0.002545983,0.001580609,0.003163318,0.001772389,0.003113565,0.06188811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005696233,"about_ca_system_score_gemma":0.007322931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07907727,"about_ca_topic_score_gemma":0.2165209,"domain_scores_codex":[0.9992377,0.0001410583,0.00002858384,0.00007087654,0.0004301121,0.0000917181],"domain_scores_gemma":[0.9981408,0.0004622818,0.0001103793,0.0001002133,0.0008524951,0.0003337511],"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":[0.000002165409,0.000003500455,0.00001033497,0.00004437255,3.541006e-7,0.00001226537,0.0001750572,0.000005520756,0.00002319274,0.0009826233,0.9922868,0.006453916],"study_design_scores_gemma":[0.000001321773,0.000002342955,0.0001868339,0.00006314612,4.601134e-7,0.00002441759,0.0002072048,0.000004838754,0.00001058663,0.0003244914,0.9991709,0.000003332424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007131526,0.05112812,0.001183331,0.1004653,0.064761,0.0003227844,0.001537807,0.0006551688,0.7792334],"genre_scores_gemma":[0.004021118,0.01796939,0.001340222,0.03509893,0.01173041,0.0001629332,0.00092107,0.0003479126,0.928408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1281523,"threshold_uncertainty_score":0.4287121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2263140326730965,"score_gpt":0.4058228584776141,"score_spread":0.1795088258045176,"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."}}