{"id":"W4408681305","doi":"10.1002/jhm.70034","title":"That's usually what happens… I think","year":2025,"lang":"en","type":"editorial","venue":"Journal of Hospital Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; MEDLINE; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008378137,0.0003285198,0.0004056211,0.0005695248,0.002245099,0.001690861,0.0005430788,0.0008274994,0.009741134],"category_scores_gemma":[0.009881572,0.0002945446,0.0004492039,0.001044332,0.001280248,0.00235087,0.0008797931,0.002558322,0.003143155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569759,"about_ca_system_score_gemma":0.001654692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008893259,"about_ca_topic_score_gemma":0.01162678,"domain_scores_codex":[0.9986487,0.0003336975,0.0001143223,0.0001882094,0.0004533112,0.0002617411],"domain_scores_gemma":[0.9959929,0.0006394577,0.001433303,0.0002000055,0.001152994,0.0005812204],"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":[0.0004483817,0.0005144449,0.4741075,0.001134433,0.0002374218,0.008494002,0.01143646,0.0001496968,0.001550398,0.00357024,0.3454923,0.1528647],"study_design_scores_gemma":[0.0001374507,0.0006001936,0.2985869,0.003607108,0.0003023049,0.04302628,0.07073601,0.000372472,0.001712135,0.004200773,0.5764838,0.0002344988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.6069266,0.02966414,0.009783399,0.1739936,0.007635416,0.0009126669,0.004254777,0.0008514085,0.1659779],"genre_scores_gemma":[0.8812906,0.01419472,0.002907668,0.08159304,0.001810056,0.0002849701,0.001121146,0.0001346676,0.01666323],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009741134,"threshold_uncertainty_score":0.03258729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003197757308387,"score_gpt":0.3044782853844968,"score_spread":0.2944463078114129,"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."}}