{"id":"W4400352903","doi":"10.1093/occmed/kqae023.1424","title":"P-601 MUSCULOSKELETAL INJURY PREVENTION: A PRACTICAL IMPLEMENTATION RESOURCE","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Institute for Work & Health; Health Canada","funders":"","keywords":"Musculoskeletal injury; Resource (disambiguation); Medicine; Physical therapy; Computer science; Pathology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0265489,0.001267744,0.001167774,0.003360463,0.0016876,0.004493397,0.004374722,0.003663578,0.1065117],"category_scores_gemma":[0.06003691,0.001321886,0.001721687,0.003753182,0.0009002782,0.006571399,0.01117133,0.004284085,0.03419088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397208,"about_ca_system_score_gemma":0.02956853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124854,"about_ca_topic_score_gemma":0.004116479,"domain_scores_codex":[0.9849378,0.009543912,0.001423622,0.0006358825,0.002834795,0.0006239041],"domain_scores_gemma":[0.9498623,0.02982829,0.001999605,0.003730702,0.00836094,0.006218231],"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":[0.0001194181,0.001377511,0.001092486,0.005457913,0.00004368379,0.0006382939,0.002266999,0.001031896,0.0008993973,0.005490345,0.4288857,0.5526965],"study_design_scores_gemma":[0.0006175154,0.00107542,0.003086673,0.01336526,0.0000819362,0.0008628283,0.00423687,0.001805347,0.001204884,0.01263224,0.9609491,0.00008185263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02217078,0.009131245,0.2921678,0.2162114,0.006373776,0.05280447,0.02164984,0.03051146,0.3489791],"genre_scores_gemma":[0.03077861,0.007617133,0.8597619,0.0126865,0.0008248201,0.03317078,0.007375333,0.001207236,0.04657777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1065117,"threshold_uncertainty_score":0.356317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727647892742038,"score_gpt":0.4445422827116627,"score_spread":0.4172658037842423,"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."}}