{"id":"W2561576914","doi":"10.1001/jamainternmed.2016.7612","title":"Chest Pain and Supplemental Oxygen","year":2016,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry","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":[0.0005368981,0.00009964659,0.0002020778,0.00008220228,0.00002604921,0.000006796866,0.00004263194,0.00005028453,0.0008727382],"category_scores_gemma":[0.0006326766,0.00005002284,0.00004415223,0.00005302812,0.0001636921,0.00007113712,0.00003485206,0.00008837369,0.00004086643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005434464,"about_ca_system_score_gemma":0.00001549357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132714,"about_ca_topic_score_gemma":0.00001729686,"domain_scores_codex":[0.9991904,0.00004435087,0.0002003082,0.0001666407,0.0002456388,0.0001526308],"domain_scores_gemma":[0.9993722,0.000233865,0.00004966955,0.0001193844,0.00005509717,0.00016972],"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":[0.0006552361,0.0000542249,0.3519021,0.0001237949,0.0001607041,0.0002125844,0.0009186199,2.545623e-8,0.1123104,0.0004794469,0.1070348,0.4261481],"study_design_scores_gemma":[0.006822832,0.0009336061,0.6998461,0.001494564,0.00008923151,0.00008605212,0.0006487585,0.00003076011,0.002062453,0.0003260108,0.2875427,0.0001168537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864815,0.0004202909,0.003092127,0.0964354,0.001780756,0.0002818861,0.00001484695,0.00005629652,0.01143696],"genre_scores_gemma":[0.9934825,0.0001112978,0.0002122184,0.002075404,0.002198561,0.000009785976,0.00001493704,0.00001306987,0.001882276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4260312,"threshold_uncertainty_score":0.9555871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062131205215561,"score_gpt":0.2769928599854943,"score_spread":0.2663715479333387,"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."}}