{"id":"W1515160522","doi":"10.1177/000313480106700306","title":"Ultrasound Evaluation of the Magnitude of Pneumothorax: A New Concept","year":2001,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Magnitude (astronomy); Pneumothorax; Ultrasound; Medicine; Radiology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001006109,0.0001005955,0.0003392856,0.00003095338,0.00005291212,0.000004506681,0.0002584275,0.00002695796,0.0005679344],"category_scores_gemma":[0.001878742,0.00005593741,0.0001716555,0.0007784968,0.0009118699,0.00002540513,0.00003445504,0.0001681127,0.00002183304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004300592,"about_ca_system_score_gemma":0.0002872301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746439,"about_ca_topic_score_gemma":0.00005826761,"domain_scores_codex":[0.9983373,0.000246793,0.0004311859,0.0001647031,0.0006627231,0.0001573021],"domain_scores_gemma":[0.9964725,0.001758683,0.000524045,0.0008208867,0.0003501604,0.00007371149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004571133,0.0008218245,0.6169994,0.00002270218,0.0003062456,7.195266e-7,0.001650818,0.0003041101,0.1944963,0.001290268,0.01339957,0.1702508],"study_design_scores_gemma":[0.0005941468,0.0001817983,0.9794337,0.00004453946,0.0004619341,0.00005395161,0.0005473737,0.0001071914,0.008068546,0.002223596,0.008201053,0.00008216412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898342,0.0001324531,0.0001880077,0.004294348,0.00006412427,0.0005620169,0.00001234535,0.00002032971,0.004892186],"genre_scores_gemma":[0.9977179,0.0001316028,0.0003859373,0.0008063117,0.00008548323,0.00002184148,0.000009684518,0.00001482369,0.0008264197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3624342,"threshold_uncertainty_score":0.6218483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841560612587281,"score_gpt":0.3725756430755325,"score_spread":0.3141600369496597,"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."}}