{"id":"W2922418987","doi":"10.3390/jcm8030378","title":"Readiness for Firefighting: A Heart Transplant Patient’s Quest to Return to Work","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Michael Smith Health Research BC; Canada Foundation for Innovation","keywords":"Medicine; Firefighting; Active duty; Heart transplantation; Transplantation; Work (physics); Duty; Medical emergency; Intensive care medicine; Internal medicine; Military personnel","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004468744,0.0001300996,0.0008542157,0.0001491625,0.0001640358,0.000002321403,0.0001954398,0.0002010591,0.0005109075],"category_scores_gemma":[0.003396598,0.00008021246,0.0001307894,0.000302836,0.00002697568,0.00008517566,0.00002064669,0.0008853588,0.0003030828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006077236,"about_ca_system_score_gemma":0.0005062345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002730976,"about_ca_topic_score_gemma":0.0000338451,"domain_scores_codex":[0.9958904,0.0002904864,0.002715583,0.0001869007,0.0004899018,0.0004267624],"domain_scores_gemma":[0.992518,0.00485466,0.0007412792,0.0002161857,0.0007404787,0.0009293703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008064919,0.0001033942,0.7643021,0.0004677348,0.00002135159,0.000006099707,0.002429883,0.00002004473,0.0000388366,0.0001525763,0.2090903,0.01530281],"study_design_scores_gemma":[0.002501393,0.004989756,0.3483031,0.004302392,0.00002651803,0.000007369335,0.0001923651,0.00003978316,0.000006919389,0.0001262972,0.6394125,0.0000916342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042088,0.0001300458,0.0005203198,0.08402476,0.008080716,0.001185819,0.00002094144,0.00001338912,0.001815218],"genre_scores_gemma":[0.9398245,0.0000832753,0.003815928,0.0488965,0.005772163,0.00003431502,0.000009795969,0.00002150722,0.001542023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4303222,"threshold_uncertainty_score":0.5594079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877418610166101,"score_gpt":0.5702066839886729,"score_spread":0.3824648229720627,"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."}}