{"id":"W4416401787","doi":"10.1353/phx.2025.a975526","title":"Editorial/Mot du Directeur","year":2025,"lang":"en","type":"article","venue":"Phoenix","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.003899964,0.002854252,0.002124097,0.003844636,0.002340472,0.006110406,0.002084038,0.008860569,0.07950506],"category_scores_gemma":[0.0202405,0.0009172733,0.001739967,0.001673967,0.001238172,0.003028585,0.001849066,0.006827368,0.03807053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670348,"about_ca_system_score_gemma":0.003797424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743251,"about_ca_topic_score_gemma":0.005404726,"domain_scores_codex":[0.9967543,0.0007176267,0.0003838363,0.0004659557,0.001365733,0.0003125604],"domain_scores_gemma":[0.9902232,0.002383144,0.0008758155,0.0003337327,0.004449523,0.001734705],"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":[0.00004694119,0.00001072208,0.00004450045,0.0003673756,0.00001646804,0.0001785337,0.000009997892,0.00001715665,0.00006862776,0.0003287875,0.9879385,0.01097239],"study_design_scores_gemma":[0.00005582868,0.0000226122,0.000241578,0.0004478508,0.00003173753,0.0003842053,0.00003787745,0.00004766881,0.0001193807,0.0003821593,0.9982199,0.000009210798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006467924,0.007496566,0.00007825712,0.02417677,0.9604463,0.00003734483,0.0001043291,0.00004557189,0.007550173],"genre_scores_gemma":[0.001160531,0.008475392,0.000193667,0.02277976,0.916243,0.0000648583,0.00009656121,0.00005925024,0.05092696],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07950506,"threshold_uncertainty_score":0.2659709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238318805151969,"score_gpt":0.3951085266276825,"score_spread":0.3712766461124856,"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."}}