{"id":"W2902277022","doi":"10.1016/j.cjca.2018.11.025","title":"Point-of-Care Ultrasound (POCUS) and the Screening of Canadian Collegiate Athletes","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Athletes; Point of care ultrasound; Ultrasound; Physical therapy; Family medicine; Medical physics; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001070559,0.00037042,0.0007049314,0.0009538701,0.004007346,0.001295435,0.00145344,0.01348612,0.003543616],"category_scores_gemma":[0.01231216,0.0003614885,0.0005908242,0.001174603,0.001667909,0.0008636424,0.0005878158,0.01133869,0.0007342425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233113,"about_ca_system_score_gemma":0.01801524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5192994,"about_ca_topic_score_gemma":0.6189228,"domain_scores_codex":[0.9978666,0.0003276536,0.000209363,0.0001806837,0.0008807043,0.000535001],"domain_scores_gemma":[0.9948395,0.001777317,0.0003471062,0.00009150409,0.001646314,0.001298187],"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":[0.0003251353,0.0003760503,0.09609453,0.0004862793,0.0000999406,0.06624401,0.002217639,0.0004309685,0.001000832,0.004503797,0.7332635,0.09495731],"study_design_scores_gemma":[0.0005609228,0.0008355393,0.1791141,0.005406471,0.0004601393,0.1366805,0.01207435,0.004923396,0.0009402265,0.01275645,0.6458159,0.0004320093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01903792,0.007072933,0.0002149825,0.9445771,0.005700645,0.00006033174,0.000151663,0.0000348112,0.02314963],"genre_scores_gemma":[0.2931259,0.0158609,0.001666112,0.6177844,0.05608891,0.0001130433,0.0002996859,0.00004795958,0.01501309],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4807006,"threshold_uncertainty_score":0.9670631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033695893393988,"score_gpt":0.214657796827826,"score_spread":0.2043208378938862,"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."}}