{"id":"W4398226504","doi":"10.46743/1540-580x/2023.2337","title":"Student Athletic Therapists' Knowledge of Pain-Relieving Medications: A Nationwide Study","year":2023,"lang":"en","type":"article","venue":"Internet Journal of Allied Health Sciences and Practice","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College","funders":"","keywords":"Medicine; Psychology; Physical therapy","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":[0.01777041,0.00007388044,0.0002571658,0.0003001912,0.0001014718,0.00002932219,0.0001447289,0.00002740558,0.0000387666],"category_scores_gemma":[0.003454393,0.00004901174,0.00005614665,0.0005378987,0.0001855744,0.0002148978,0.0000342034,0.0001990768,0.000006923937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004533116,"about_ca_system_score_gemma":0.0004261452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009540981,"about_ca_topic_score_gemma":0.00003772644,"domain_scores_codex":[0.9976593,0.0007958012,0.0007304741,0.0001389544,0.0005312613,0.0001442632],"domain_scores_gemma":[0.9947769,0.003779559,0.0007653135,0.00009242049,0.0004360849,0.0001497111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001660712,0.009612702,0.1952697,0.005488825,0.001546677,0.00005281452,0.4859835,0.0002827619,0.003696211,0.007416523,0.01555989,0.2734297],"study_design_scores_gemma":[0.002800619,0.01908024,0.8127587,0.002325303,0.0001530417,0.0001588065,0.1343415,0.00291525,0.0000200287,0.0005974703,0.02468236,0.0001666527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942128,0.006503674,0.0009135267,0.04754176,0.0004004739,0.0006145734,5.170965e-7,0.00001600088,0.001881456],"genre_scores_gemma":[0.9948345,0.002395343,0.001433478,0.001053279,0.0001016242,0.000005242001,6.127577e-7,0.000004966797,0.0001709223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.617489,"threshold_uncertainty_score":0.6158904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005854333098231,"score_gpt":0.4492643320386404,"score_spread":0.3992057887076581,"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."}}