{"id":"W4214484257","doi":"10.5489/cuaj.7830","title":"A breath-taking case of pneumoscrotum","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Physical exam; Medicine; Conjunction (astronomy); Physical examination; Surgery; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004129711,0.001879433,0.001298233,0.002590508,0.002954748,0.001594045,0.001287032,0.005588536,0.002709506],"category_scores_gemma":[0.004858367,0.0009502578,0.001129753,0.001442242,0.001632829,0.002126645,0.002136552,0.003493845,0.001078307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225061,"about_ca_system_score_gemma":0.001096801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015437,"about_ca_topic_score_gemma":0.00345012,"domain_scores_codex":[0.9992515,0.00008017541,0.00008631436,0.0001564034,0.0001337208,0.0002917644],"domain_scores_gemma":[0.9977294,0.0006891735,0.0003002919,0.0001500524,0.0001633152,0.0009678087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001303538,0.00002667007,0.004433532,0.00001313249,0.000003675108,0.9943023,0.0001351803,0.00001862975,0.00041402,0.00008771907,0.0001174466,0.0004346983],"study_design_scores_gemma":[0.000006409418,0.00008730707,0.003471239,0.00001537456,0.000006000008,0.9955949,0.0001369252,0.0001055816,0.0001977214,0.00007325417,0.0002987734,0.000006522793],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715835,0.006190147,0.002781778,0.004023411,0.001086124,0.000209032,0.0002762475,0.0002486055,0.01360105],"genre_scores_gemma":[0.9954809,0.000763235,0.001219292,0.0009202302,0.0007250396,0.00001807705,0.00007692618,0.00001953596,0.0007766446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005588536,"threshold_uncertainty_score":0.009064198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017962685325687,"score_gpt":0.2606755031102193,"score_spread":0.2404958762569624,"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."}}