{"id":"W4225576492","doi":"10.7202/1087833ar","title":"Contribution de gestionnaires intermédiaires au maintien en emploi de travailleurs vivant avec une maladie chronique","year":2022,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007348427,0.0008025806,0.0006530801,0.001916014,0.005048096,0.008200711,0.0012706,0.001274249,0.0107106],"category_scores_gemma":[0.01383505,0.0004338335,0.0006952626,0.001731406,0.004421243,0.003342862,0.005764287,0.002344688,0.001135491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005233439,"about_ca_system_score_gemma":0.0105053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0433392,"about_ca_topic_score_gemma":0.05564563,"domain_scores_codex":[0.9931054,0.004019064,0.000254957,0.0007256389,0.001015175,0.0008797954],"domain_scores_gemma":[0.982486,0.009194858,0.002708588,0.001077541,0.002347174,0.002185811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001998474,0.0002192451,0.1895161,0.0007305549,0.0001200504,0.001302212,0.7041922,0.0002578991,0.0009651392,0.0233114,0.002403342,0.07678201],"study_design_scores_gemma":[0.00001221867,0.0003065352,0.244141,0.001880415,0.0002238382,0.0007622581,0.6684152,0.0006025347,0.001065116,0.008938222,0.0735533,0.00009930997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225505,0.00562013,0.006612319,0.005243944,0.0002490508,0.0001623165,0.0002776628,0.000048481,0.05923543],"genre_scores_gemma":[0.9807741,0.002198898,0.003275616,0.0003940539,0.0000522519,0.0001016998,0.000120961,0.00003885128,0.01304358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0433392,"threshold_uncertainty_score":0.08617383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701317424498513,"score_gpt":0.4228000208265754,"score_spread":0.3757868465815903,"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."}}