{"id":"W4398224747","doi":"10.1016/j.jcin.2024.04.008","title":"Hypoxemia and Strongly Positive Bubble Test","year":2024,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Bubble; Hypoxemia; Test (biology); Internal medicine; Medicine; Mechanics; Physics; Biology","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":[0.0005542576,0.0002365511,0.0005408727,0.000313271,0.0001874703,0.0001998759,0.0001099225,0.0001436003,0.0002081966],"category_scores_gemma":[0.0002281883,0.000225259,0.00466114,0.0005211721,0.0001152753,0.0001912491,0.0001443098,0.000426304,0.0003951503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433124,"about_ca_system_score_gemma":0.0000931832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001326551,"about_ca_topic_score_gemma":0.00001148198,"domain_scores_codex":[0.9981989,0.00008630721,0.0003846037,0.0005954028,0.0004285732,0.0003061869],"domain_scores_gemma":[0.9985207,0.0001426528,0.00002686298,0.0008951331,0.0001920282,0.0002226763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002213347,0.003341857,0.02114215,0.008818012,0.1756009,0.004856656,0.002530788,0.003095119,0.008128653,0.0681834,0.09377766,0.6103035],"study_design_scores_gemma":[0.007886347,0.001234033,0.486438,0.01089164,0.03929922,0.01711706,0.001131184,0.005930247,0.002478299,0.002902578,0.4227639,0.001927481],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1700782,0.4911021,0.1945463,0.003532087,0.002027826,0.003291947,0.0005700217,0.002182819,0.1326687],"genre_scores_gemma":[0.9948923,0.0006052095,0.0009229573,0.00005083086,0.0003037602,0.0001536506,0.0001515131,0.0000592699,0.002860529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8248141,"threshold_uncertainty_score":0.9185794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132075709900234,"score_gpt":0.2875719294756076,"score_spread":0.2662511723766052,"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."}}