{"id":"W4411319114","doi":"10.47854/e1ekre55","title":"Santé Collective","year":2025,"lang":"fr","type":"article","venue":"Anthropen","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004438025,0.0003472392,0.0004686067,0.001617615,0.005650599,0.007215955,0.0008265793,0.003084798,0.03514465],"category_scores_gemma":[0.007345577,0.0002033135,0.0005544844,0.001399949,0.01249071,0.004812588,0.008579951,0.004961885,0.003634365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00613678,"about_ca_system_score_gemma":0.009489078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064845,"about_ca_topic_score_gemma":0.0118771,"domain_scores_codex":[0.9954066,0.001726835,0.0001466238,0.0007761287,0.00112982,0.0008140344],"domain_scores_gemma":[0.9954508,0.001303348,0.0005021201,0.000770576,0.000719282,0.001253921],"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":[0.00001132595,0.0000259646,0.001555584,0.0001071868,0.000009510867,0.000118374,0.01670307,0.0001219898,0.0001551863,0.90783,0.03654052,0.0368213],"study_design_scores_gemma":[0.00000601257,0.00003184483,0.002705868,0.0002691982,0.000004735777,0.0002496353,0.007142662,0.00008582587,0.00007076284,0.08315621,0.9062635,0.00001380142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02914971,0.01220939,0.009324661,0.1797603,0.004060266,0.0001908471,0.0005132165,0.0001817394,0.7646099],"genre_scores_gemma":[0.6742538,0.01112853,0.007551733,0.02641383,0.002734343,0.0003676627,0.0005354577,0.0001200312,0.2768947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03514465,"threshold_uncertainty_score":0.1175706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259189613534613,"score_gpt":0.5655216886826289,"score_spread":0.4396027273291676,"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."}}