{"id":"W2279622984","doi":"10.14288/1.0084618","title":"Musculoskeletal injury awareness and prevention","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001485089,0.0002328448,0.0002560662,0.001758563,0.002747017,0.001399866,0.0006135242,0.0004690798,0.007243948],"category_scores_gemma":[0.00518925,0.0001948102,0.0003221154,0.001043806,0.000430819,0.000575052,0.001217296,0.0007605626,0.0004629368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005091304,"about_ca_system_score_gemma":0.02970403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6980914,"about_ca_topic_score_gemma":0.7502034,"domain_scores_codex":[0.9982532,0.0002200837,0.00006320279,0.00007907231,0.000828986,0.0005555624],"domain_scores_gemma":[0.9973233,0.0002520165,0.0003504598,0.00003584089,0.001189777,0.0008486411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007936305,0.001631588,0.5809965,0.0009354184,0.00004173007,0.0003641763,0.009764039,0.000256579,0.00095829,0.001870369,0.01293647,0.3901656],"study_design_scores_gemma":[0.000007911167,0.0002567454,0.9709495,0.0006545881,0.00004383053,0.0002736517,0.01004856,0.0001888092,0.0003615322,0.0003193262,0.01687594,0.00001974843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8419294,0.007518343,0.00157022,0.01256348,0.0002658746,0.0007518854,0.0009120649,0.00007851641,0.1344103],"genre_scores_gemma":[0.9805502,0.005833017,0.001709444,0.0008019259,0.00008259879,0.0001614186,0.0002954401,0.000005277428,0.01056064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6980914,"threshold_uncertainty_score":0.6073732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005559835840804793,"score_gpt":0.2177218832293921,"score_spread":0.2121620473885873,"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."}}