{"id":"W7126101656","doi":"10.5281/zenodo.18410353","title":"Créer de la valeur en santé par le « Value-Based Health Care » - Quand les résultats guident nos choix","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Health care; Value (mathematics); Corporate governance; Quality (philosophy); Digital health; Clinical governance; Key (lock); Healthcare system","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":[],"consensus_categories":[],"category_scores_codex":[0.02546597,0.0007534777,0.0007366149,0.00141608,0.003526171,0.02174553,0.001260619,0.005827535,0.008466473],"category_scores_gemma":[0.02708032,0.0003183035,0.0007271993,0.001769753,0.01664056,0.01685805,0.007794047,0.008523818,0.002723705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007256004,"about_ca_system_score_gemma":0.01753224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005385533,"about_ca_topic_score_gemma":0.005656062,"domain_scores_codex":[0.9744114,0.01580406,0.0006168878,0.001258443,0.006413117,0.001496053],"domain_scores_gemma":[0.9750748,0.0134065,0.001687577,0.002608961,0.00352744,0.003694742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007741457,0.0001575947,0.004096502,0.00101526,0.00008868753,0.0003139116,0.014617,0.0005552616,0.001472696,0.6702358,0.08197371,0.2253962],"study_design_scores_gemma":[0.00003054535,0.0001715772,0.004067276,0.003426171,0.00002883818,0.0006202293,0.01629293,0.0006992464,0.001431046,0.2439572,0.7291843,0.00009071996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01779646,0.05724872,0.03963245,0.7673048,0.006420546,0.0002065764,0.0002355881,0.0002618964,0.1108929],"genre_scores_gemma":[0.6761136,0.07791946,0.08903578,0.0957936,0.006303249,0.0005366434,0.0006353561,0.0005199774,0.05314226],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02546597,"threshold_uncertainty_score":0.1346786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08907335391838664,"score_gpt":0.4385010927355809,"score_spread":0.3494277388171942,"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."}}