{"id":"W2104845067","doi":"10.1186/1471-2288-14-77","title":"Procedures for assessing psychological predictors of injuries in circus artists: a pilot prospective study","year":2014,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Mood; Anxiety; Prospective cohort study; Medicine; Coping (psychology); Psychology; Clinical psychology; Psychiatry; Surgery","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":[0.01379153,0.00131663,0.0007310413,0.002575683,0.002495412,0.0006821599,0.0009550929,0.001009668,0.002994786],"category_scores_gemma":[0.009931672,0.001110999,0.001270459,0.001109186,0.001050747,0.0007809261,0.001282679,0.001321637,0.001313749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003042,"about_ca_system_score_gemma":0.003039576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004291169,"about_ca_topic_score_gemma":0.008114727,"domain_scores_codex":[0.9947276,0.002971646,0.0004694283,0.0005811549,0.0007675366,0.0004826318],"domain_scores_gemma":[0.9923387,0.001772482,0.001033987,0.001589658,0.001548248,0.001716895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002708485,0.03317916,0.9077578,0.0002476979,0.00007091962,0.001034541,0.007017154,0.0002659109,0.004224949,0.0001466575,0.0008563097,0.04249039],"study_design_scores_gemma":[0.001279586,0.04732451,0.9418307,0.00006718787,0.00007561962,0.0008418495,0.004897748,0.0008061195,0.0009796257,0.0001224673,0.001699877,0.00007472294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772432,0.0001476604,0.004063229,0.00007321516,0.00004781644,0.01673616,0.0004758446,0.00004309938,0.001169869],"genre_scores_gemma":[0.935438,0.0003770062,0.02525663,0.0002759286,0.0001087891,0.03588,0.001254806,0.00003705814,0.001371735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379153,"threshold_uncertainty_score":0.07293749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5114540791773076,"score_gpt":0.6116459440296619,"score_spread":0.1001918648523543,"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."}}