{"id":"W4225003206","doi":"10.1016/j.cardfail.2022.03.086","title":"Heath Care Use Before Incident HF Hospitalization: Women Are More Vulnerable And Less Investigated Than Men","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Dalhousie University","funders":"","keywords":"Medicine; Emergency medicine; Gerontology","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":[0.0003300237,0.0001999326,0.0004427795,0.0007499444,0.0009120917,0.001352668,0.0003813757,0.0006369213,0.00485905],"category_scores_gemma":[0.002494108,0.0003188021,0.0006218051,0.00119635,0.0002906465,0.001525052,0.0007572481,0.0008120942,0.0005496591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195784,"about_ca_system_score_gemma":0.0007028278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02880578,"about_ca_topic_score_gemma":0.04632013,"domain_scores_codex":[0.9995085,0.00007970462,0.00005584299,0.00008678232,0.00007087622,0.0001981807],"domain_scores_gemma":[0.9986069,0.0001740776,0.0006554037,0.00004924668,0.0001236921,0.0003907448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003018096,0.00002647336,0.9962554,0.00001251686,0.0000211341,0.0000716319,0.0007495148,0.000006038638,0.00008603611,0.00002629647,0.0001693424,0.002545411],"study_design_scores_gemma":[0.000001634791,0.00003624134,0.9968066,0.00003284887,0.00001650213,0.0001193681,0.002479554,0.00002245397,0.00002067901,0.00003662775,0.0004237843,0.000003670067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956576,0.0007480239,0.00008511551,0.000615276,0.00003886124,0.00001162798,0.0004531064,0.000003462016,0.002386971],"genre_scores_gemma":[0.9981572,0.0005054096,0.00005823137,0.0002996449,0.00002849251,0.000008743435,0.0002342744,0.00000593952,0.000702107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880578,"threshold_uncertainty_score":0.05727625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009528622021625832,"score_gpt":0.2514691149270373,"score_spread":0.2419404929054115,"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."}}