{"id":"W1974247919","doi":"10.1503/cmaj.150056","title":"Tertiary hospitals must provide general care","year":2015,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Diverse academic research themes","field":"Decision Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tertiary care; Construct (python library); Term (time); Categorization; University hospital; Medicine; Computer science; Medical emergency; Family medicine; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02420989,0.00039522,0.000839504,0.001140333,0.000522904,0.001720838,0.004223722,0.00391831,0.008735236],"category_scores_gemma":[0.2830603,0.0003077518,0.0004039344,0.0007430058,0.0001663218,0.0007197441,0.000287027,0.007491309,0.003547304],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007793344,"about_ca_system_score_gemma":0.05609193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007826651,"about_ca_topic_score_gemma":0.02454744,"domain_scores_codex":[0.9638013,0.001529746,0.001637965,0.0007118094,0.03090865,0.001410553],"domain_scores_gemma":[0.9777104,0.003766927,0.001330666,0.0005580969,0.009495134,0.007138752],"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":[0.000005541351,0.0000059032,0.003576305,0.000005704928,0.00009874067,0.0008568373,0.0006483844,0.000002738129,3.212599e-7,0.00001393203,0.9463494,0.04843618],"study_design_scores_gemma":[0.0007107882,0.0000583165,0.0003638311,0.0001009934,0.00003028238,0.0000332423,0.002095885,0.00004138637,0.000001392896,0.001763809,0.9944596,0.000340516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00149418,0.002120352,0.00001488816,0.02523994,0.95202,0.0003418944,0.001040808,0.00003598092,0.01769195],"genre_scores_gemma":[0.0005677246,0.0004414269,0.0001000485,0.002758256,0.965299,0.00001760633,0.0001605995,0.00005862312,0.03059671],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2588504,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029487967762581,"score_gpt":0.3647146186087084,"score_spread":0.3344197389310826,"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."}}