{"id":"W15866424","doi":"10.4000/pistes.2394","title":"Professional knowledge and MSD prevention: portrait of their transmission during training and the intervention perspective","year":2009,"lang":"en","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trainer; Apprenticeship; Intervention (counseling); Perspective (graphical); Training (meteorology); Knowledge worker; Medical education; Psychology; Computer science; Medicine; Knowledge management; Work (physics); Nursing; Engineering; Artificial intelligence","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":[0.002567087,0.0002880556,0.0002599834,0.002555165,0.001924087,0.003948232,0.0006744894,0.001879594,0.002846543],"category_scores_gemma":[0.004151113,0.0002641142,0.0003541113,0.001123239,0.008635001,0.00259924,0.002099147,0.001830404,0.000142741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551752,"about_ca_system_score_gemma":0.002403983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005301379,"about_ca_topic_score_gemma":0.004468293,"domain_scores_codex":[0.9981527,0.001244426,0.00004548657,0.0001165494,0.0002522841,0.0001885821],"domain_scores_gemma":[0.9957871,0.003388093,0.0003401079,0.0001331979,0.0002084735,0.0001430349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002940617,0.000637383,0.05404218,0.001508074,0.00007242847,0.003532018,0.6208456,0.0006852993,0.002866773,0.1631288,0.001533744,0.1508535],"study_design_scores_gemma":[0.00009704106,0.001060025,0.1799103,0.002245266,0.0002576401,0.008077291,0.6507424,0.002862012,0.003276019,0.08734992,0.06402788,0.00009433794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7526992,0.01969464,0.01700805,0.02902209,0.0002238503,0.0001876654,0.0001101525,0.00005794892,0.1809964],"genre_scores_gemma":[0.9938524,0.002940368,0.001359514,0.0002785823,0.0000338127,0.00005368082,0.0000128006,0.000004331684,0.001464652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005301379,"threshold_uncertainty_score":0.01851434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453981224860068,"score_gpt":0.4493654358785045,"score_spread":0.4148256236299038,"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."}}