{"id":"W2423921611","doi":"10.4085/110282","title":"Content Validation of Athletic Therapy Clinical Presentations in Canada","year":2016,"lang":"en","type":"article","venue":"Athletic Training Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Context (archaeology); Scale (ratio); Physical therapy; Athletic training; Curriculum; Accreditation; Descriptive statistics; Quartile; Presentation (obstetrics); Medicine; Bodywork; Psychology; Medical education; Statistics; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123589,0.0001111155,0.0002741961,0.0002531548,0.00006571028,0.00001353164,0.0001278148,0.00006784781,0.0006685566],"category_scores_gemma":[0.003119543,0.00007914428,0.0000719434,0.0004022348,0.0001173084,0.0001240822,0.000008252035,0.0003149805,0.000008016931],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005337417,"about_ca_system_score_gemma":0.01737425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597309,"about_ca_topic_score_gemma":0.003792636,"domain_scores_codex":[0.997814,0.0001727267,0.001125016,0.0001799885,0.0004853586,0.0002229115],"domain_scores_gemma":[0.9981841,0.0003007836,0.0004399712,0.0002400513,0.0006624718,0.000172644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006521734,0.0005131629,0.3371387,0.0000185257,0.00005064319,0.000003999159,0.002230092,0.000005457435,0.001713458,0.000797707,0.01233168,0.6451313],"study_design_scores_gemma":[0.003007042,0.0002177782,0.9691832,0.0006734717,0.00004529772,0.0002976961,0.009988579,0.00004423323,0.001245558,0.0007202072,0.01442885,0.0001480524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729981,0.0001583042,0.001330233,0.02221587,0.002285849,0.0002906843,0.000001984895,0.000009213185,0.000709688],"genre_scores_gemma":[0.9927971,0.0002300555,0.004313041,0.001658372,0.0005089387,0.00003683341,0.00001504624,0.00001747592,0.0004231805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6449832,"threshold_uncertainty_score":0.9905796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139677682415204,"score_gpt":0.4012447901129026,"score_spread":0.2615671076976986,"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."}}