{"id":"W1555180351","doi":"","title":"Images of the quarter: Pneumothorax following non-invasive ventilation for acute asthma","year":2006,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumothorax; Quarter (Canadian coin); Asthma; Ventilation (architecture); Intensive care medicine; Emergency medicine; Surgery; Internal medicine; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003603789,0.0001060538,0.0003192196,0.0002084689,0.0003621813,0.00001058893,0.0003258943,0.00007431043,0.00003159382],"category_scores_gemma":[0.0001009879,0.0001017296,0.0004611714,0.0004682628,0.0003447572,0.0001979344,0.0001250137,0.0001691929,0.00001212262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207652,"about_ca_system_score_gemma":0.0003132848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273642,"about_ca_topic_score_gemma":0.0001792733,"domain_scores_codex":[0.9985197,0.0001081548,0.0001705269,0.0002578847,0.0006447431,0.0002990299],"domain_scores_gemma":[0.9987729,0.0001940852,0.0001480586,0.0003405995,0.0004368741,0.0001074339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004444236,0.001657136,0.1444309,0.001432103,0.0007345658,0.001001746,0.0009096657,0.00005404747,0.4841042,0.0004798317,0.347422,0.01332962],"study_design_scores_gemma":[0.002777749,0.0009327144,0.9523929,0.000510687,0.0004494579,0.00005004626,0.002753422,0.0006666692,0.0193363,0.001249223,0.01864981,0.0002310735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933396,0.0002733906,0.0007808196,0.002067298,0.00007365208,0.0007356512,0.0002369631,0.00001949909,0.002473142],"genre_scores_gemma":[0.993057,0.00003178795,0.0006331044,0.0000150883,0.00004899775,0.000001613265,0.00009607327,0.00001227211,0.006104114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8079619,"threshold_uncertainty_score":0.4148412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269359741212197,"score_gpt":0.3007350901477173,"score_spread":0.2780414927355953,"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."}}