{"id":"W7025095313","doi":"","title":"Troubles musculosquelettiques chez les ferrailleurs : facteurs de risque et pistes de prévention","year":2022,"lang":"fr","type":"article","venue":"","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Risk factor; Set (abstract data type); Term (time); Identification (biology)","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00368286,0.0003013437,0.0003387824,0.0002057517,0.002477309,0.00003129295,0.0003082438,0.0003689519,0.02158087],"category_scores_gemma":[0.0002486586,0.0003200873,0.0001923115,0.0003636768,0.0001372302,0.0003530463,0.000209794,0.002083845,0.0002050963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357128,"about_ca_system_score_gemma":0.003421276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099457,"about_ca_topic_score_gemma":0.007387256,"domain_scores_codex":[0.99302,0.004070381,0.0007919883,0.0004138644,0.0004584372,0.001245304],"domain_scores_gemma":[0.9978235,0.0008888291,0.000364914,0.0003055542,0.0001656751,0.0004515346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005250063,0.0006784094,0.7052194,0.004007795,0.00006215918,0.00001862061,0.01669255,0.001519333,0.0001564646,0.1083813,0.1298496,0.0328894],"study_design_scores_gemma":[0.00103489,0.0005000744,0.5178512,0.0003312098,0.00004590587,0.00003040554,0.007584138,0.005538178,0.0001091014,0.009142614,0.4574404,0.000391929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702918,0.006649127,0.003509448,0.07264697,0.002137957,0.001231551,0.0004446206,0.0002808678,0.04280765],"genre_scores_gemma":[0.8956134,0.003118403,0.005455054,0.0121557,0.0006097344,0.0006200043,0.0003363517,0.00006983869,0.08202156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3275908,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07285779219561894,"score_gpt":0.4253795998288804,"score_spread":0.3525218076332614,"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."}}