{"id":"W4223490928","doi":"10.3917/th.851.0003","title":"Marge de manœuvre et prévention des troubles musculo-squelettiques : quelles perspectives ?","year":2022,"lang":"fr","type":"article","venue":"Le travail humain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","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":[],"category_scores_codex":[0.002980843,0.0003653783,0.0004440917,0.0002687961,0.0009478088,0.00006831326,0.0002263464,0.0001794295,0.007732042],"category_scores_gemma":[0.0002669985,0.0003908619,0.000501157,0.0003767856,0.000645526,0.0002761456,0.0001020667,0.00081675,0.00008947949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105459,"about_ca_system_score_gemma":0.0003989241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577031,"about_ca_topic_score_gemma":0.001503958,"domain_scores_codex":[0.9950984,0.002449426,0.0005239195,0.000627476,0.000516778,0.0007840767],"domain_scores_gemma":[0.9987106,0.0003265405,0.0001707858,0.0004287347,0.0001228497,0.0002404964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007700507,0.006912711,0.01338987,0.01184411,0.0007552409,0.0001393593,0.1713406,0.0006490097,0.05668689,0.5967465,0.03302246,0.1077432],"study_design_scores_gemma":[0.005129479,0.003600919,0.5080628,0.001664145,0.0003461475,0.0001205056,0.2853666,0.001517365,0.0008164296,0.04322996,0.1490507,0.001094917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293024,0.1110802,0.00583765,0.01326717,0.0009214326,0.001490447,0.00009123202,0.000293523,0.03771604],"genre_scores_gemma":[0.9302465,0.003274475,0.004937339,0.0005279253,0.0005618284,0.0003285615,0.0001463677,0.0000970825,0.05987992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5535166,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275173404095168,"score_gpt":0.2898810543463325,"score_spread":0.2771293203053808,"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."}}