{"id":"W4399754714","doi":"10.1503/cmaj.240084","title":"Notes from underwater","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underwater; Accident (philosophy); Constant (computer programming); Flux (metallurgy); History; Aeronautics; Psychology; Computer science; Engineering; Philosophy; Epistemology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000955498,0.0006046981,0.00046499,0.0009727157,0.007034618,0.002215292,0.001049873,0.002987505,0.2319019],"category_scores_gemma":[0.009738375,0.0003007353,0.0004678506,0.001135802,0.001192335,0.002479312,0.002602277,0.007971265,0.08422887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003202372,"about_ca_system_score_gemma":0.004139573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09503966,"about_ca_topic_score_gemma":0.1361526,"domain_scores_codex":[0.9989609,0.0001887854,0.00008817361,0.0001252851,0.0004752821,0.0001617325],"domain_scores_gemma":[0.9977645,0.0007480613,0.00007088094,0.0001067321,0.001087076,0.0002227733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006977447,0.000005161409,0.00006066492,0.00002974034,7.000345e-7,0.0001070499,0.0007245941,0.000009423234,0.00004967147,0.002503967,0.9919816,0.004520479],"study_design_scores_gemma":[0.000001130458,0.000002194246,0.0002431826,0.00005383691,4.25591e-7,0.00004196151,0.0009162842,0.000004610049,0.00003929334,0.0003029322,0.9983901,0.000004150217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002421157,0.006463141,0.001040636,0.2691029,0.0591717,0.0002154375,0.00519619,0.0002938454,0.656095],"genre_scores_gemma":[0.008221598,0.002037898,0.0003484439,0.06267057,0.003998539,0.0001111494,0.0008095972,0.0002074862,0.9215947],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2319019,"threshold_uncertainty_score":0.7757891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092620854689409,"score_gpt":0.364176675057559,"score_spread":0.3332504665106649,"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."}}