{"id":"W4394873143","doi":"10.53738/revmed.2024.20.870.808","title":"Environnement digital et santé des populations","year":2024,"lang":"fr","type":"article","venue":"Revue Médicale Suisse","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Political science; Digital health; Health care; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002477478,0.0003081601,0.0004323462,0.0001705348,0.0008371428,0.0002945175,0.0002001979,0.0006139771,0.008768926],"category_scores_gemma":[0.00163785,0.0002994124,0.0002149177,0.0004862853,0.0002479687,0.001055353,0.0001691822,0.001682104,0.008523554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879363,"about_ca_system_score_gemma":0.0007333419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563163,"about_ca_topic_score_gemma":0.0011955,"domain_scores_codex":[0.9949398,0.002120914,0.001086495,0.0005817271,0.0003312447,0.0009398042],"domain_scores_gemma":[0.9961023,0.002410323,0.000182545,0.0005223198,0.00009055477,0.0006919532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002093193,0.0003316314,0.01182076,0.01156318,0.0001083294,0.0004726677,0.01395092,0.00001907849,0.00002648946,0.2275209,0.09623358,0.6379316],"study_design_scores_gemma":[0.0001773228,0.0001335262,0.007214933,0.006044461,0.00007708604,0.00008957845,0.003334662,0.000838416,0.000001438205,0.007555154,0.9742377,0.0002956703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04745347,0.5235708,0.005652002,0.2619287,0.01604786,0.002054703,0.001369104,0.0005232733,0.1414001],"genre_scores_gemma":[0.580183,0.005087844,0.001621225,0.0009972714,0.003484253,0.0001143537,0.0001434844,0.0001007284,0.4082679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8780042,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2097988297568961,"score_gpt":0.515087903996943,"score_spread":0.3052890742400469,"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."}}