{"id":"W6901942448","doi":"10.6084/m9.figshare.26728321.v1","title":"Additional file 2 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; Ultrasound; Musculoskeletal pain; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001580667,0.001346117,0.001655655,0.002695752,0.001760915,0.001607881,0.002303902,0.001740462,0.8158929],"category_scores_gemma":[0.02489291,0.0009050291,0.001633328,0.004558381,0.0004766247,0.002097578,0.001329376,0.001136939,0.1285632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293681,"about_ca_system_score_gemma":0.001852793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324459,"about_ca_topic_score_gemma":0.0132787,"domain_scores_codex":[0.9986213,0.000261906,0.0002403579,0.000412738,0.0002089822,0.0002547856],"domain_scores_gemma":[0.9835266,0.008661482,0.002787605,0.001840913,0.002245526,0.0009377794],"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":[0.006082486,0.001409383,0.03915303,0.004335477,0.0005046548,0.0003240893,0.0004309617,0.0004849274,0.0001724547,0.00132065,0.9268681,0.01891379],"study_design_scores_gemma":[0.04130363,0.003748897,0.4610339,0.008643433,0.001840272,0.002420652,0.004766869,0.003223013,0.0009906893,0.01577195,0.4557168,0.0005398725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.006008145,0.00009214633,0.0005591138,0.000211872,0.0001109884,0.0008170375,0.9881288,0.0001547811,0.003916996],"genre_scores_gemma":[0.1266964,0.0004043037,0.005368545,0.00255912,0.0004966139,0.02313444,0.754421,0.0009025543,0.08601702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8158929,"threshold_uncertainty_score":0.2626063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820812077612829,"score_gpt":0.3209456393102196,"score_spread":0.3027375185340914,"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."}}