{"id":"W6902253685","doi":"10.6084/m9.figshare.26728318.v1","title":"Additional file 1 of Online vs in-person musculoskeletal ultrasound course: a cohort comparison study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Cohort study; Cohort; Musculoskeletal pain; Ultrasound; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004132702,0.0001517191,0.0003264014,0.0001394769,0.0000291309,0.00001710268,0.00007047642,0.00008624279,0.987168],"category_scores_gemma":[0.001904329,0.0001274733,0.0001879818,0.0003919704,0.00002053719,0.00008660518,0.00001898153,0.0002629998,0.0009144284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005591975,"about_ca_system_score_gemma":0.0002225311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002338819,"about_ca_topic_score_gemma":0.0001568638,"domain_scores_codex":[0.9987929,0.00004659548,0.0002969686,0.0003073604,0.0003842307,0.0001719352],"domain_scores_gemma":[0.9981784,0.001381841,0.00005954914,0.0001860566,0.000118604,0.00007550616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002511826,0.001363934,0.001498903,0.001025764,0.00009172118,0.00002305707,0.0003050458,0.000006484829,0.00001826369,0.000002133641,0.9917708,0.003868753],"study_design_scores_gemma":[0.000402143,0.0008369786,0.763794,0.004365603,0.00004874301,0.000009080525,0.001760158,0.0008757208,0.000001790585,0.000005796897,0.2277726,0.000127383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02618411,0.000302372,1.547802e-7,0.000131875,0.00004060794,0.0008487048,0.9697508,0.00006455117,0.00267689],"genre_scores_gemma":[0.3305919,7.612722e-7,0.0001077178,0.00002416482,0.00009309452,0.0005506326,0.6680063,0.00001805345,0.000607436],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9862536,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883116450351932,"score_gpt":0.3215416375737949,"score_spread":0.3027104730702757,"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."}}