{"id":"W4393858262","doi":"10.5489/cuaj.8644","title":"Pediatric testicular torsion management practices","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Testicular torsion; Medicine; Respondent; Descriptive statistics; Family medicine; Medical emergency; Emergency medicine; Pediatrics; Surgery","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":[0.0003605801,0.0001167596,0.0001302361,0.0006247798,0.0009287383,0.0005059309,0.0006462772,0.0002531064,0.007249635],"category_scores_gemma":[0.002771359,0.0001040589,0.0001494033,0.001624703,0.0003949021,0.0003389701,0.0006057269,0.0003695449,0.000517046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00291649,"about_ca_system_score_gemma":0.006759611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.192908,"about_ca_topic_score_gemma":0.2505655,"domain_scores_codex":[0.9994289,0.00006074515,0.00003891332,0.00006806217,0.000237309,0.0001659],"domain_scores_gemma":[0.9984514,0.000171805,0.0005718728,0.00003300887,0.0002800893,0.0004918388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002272126,0.00004187773,0.9289132,0.0002113856,0.00001760641,0.001887977,0.00396535,0.0002078252,0.0005462175,0.0003456594,0.009519065,0.05432107],"study_design_scores_gemma":[0.00001122711,0.0001014161,0.9458418,0.0005299286,0.00002713218,0.01083695,0.01184484,0.0003173624,0.0004285955,0.0001945437,0.0298492,0.00001692881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579129,0.007058816,0.0005961541,0.005530619,0.0001041037,0.0001009712,0.001883494,0.0001068515,0.02670604],"genre_scores_gemma":[0.9891701,0.006686415,0.0007569499,0.0008441605,0.00005577996,0.00003490967,0.0007530639,0.0000123192,0.001686196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192908,"threshold_uncertainty_score":0.3835703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285920246912298,"score_gpt":0.2643143299270764,"score_spread":0.2514551274579534,"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."}}