{"id":"W7126067689","doi":"10.5281/zenodo.18410354","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":"Open MIND","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":[0.02441658,0.0007628836,0.0006766946,0.001477614,0.003716645,0.02145103,0.001170835,0.005574649,0.008605355],"category_scores_gemma":[0.02733586,0.0003061301,0.0007152928,0.001678705,0.01706703,0.01626969,0.007492656,0.007893635,0.002591784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007091397,"about_ca_system_score_gemma":0.01594884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127208,"about_ca_topic_score_gemma":0.006509349,"domain_scores_codex":[0.9745748,0.01573329,0.0005757939,0.001204145,0.006439371,0.001472563],"domain_scores_gemma":[0.975446,0.01327588,0.001719736,0.002565135,0.003584798,0.003408589],"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":[0.00007683773,0.0001498047,0.004768451,0.001039821,0.00008506183,0.000343596,0.01731087,0.000580434,0.001549388,0.6719302,0.07756481,0.2246008],"study_design_scores_gemma":[0.00003084476,0.0001843808,0.005255625,0.003815,0.00003016175,0.0006770783,0.01951093,0.0007561678,0.001556325,0.2450414,0.7230381,0.000104111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02135737,0.05683533,0.03808047,0.7467243,0.006891832,0.0001994176,0.0002199465,0.0002652687,0.1294261],"genre_scores_gemma":[0.7276039,0.06430404,0.07358775,0.07715118,0.005737736,0.0004471145,0.0005066505,0.00045501,0.05020667],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02441658,"threshold_uncertainty_score":0.1291288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418703795945072,"score_gpt":0.5456908884649024,"score_spread":0.4038205088703952,"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."}}