{"id":"W3087017817","doi":"10.1002/ccd.29207","title":"Gender disparities in high‐risk angioplasty: Still room for improvement","year":2020,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Psychological intervention; Angioplasty; Intensive care medicine; Internal medicine; Cardiology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003899179,0.0004961052,0.00135968,0.0003759253,0.000112437,0.000126678,0.0001788151,0.0005316641,0.00007226603],"category_scores_gemma":[0.0002522315,0.0005088275,0.005587851,0.0002612251,0.0001095617,0.0001211394,0.0001915562,0.0009076503,0.00001619266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015137,"about_ca_system_score_gemma":0.00007469664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007398165,"about_ca_topic_score_gemma":0.000007558177,"domain_scores_codex":[0.9969872,0.0002351399,0.0007696037,0.0009664914,0.0005935205,0.0004479973],"domain_scores_gemma":[0.9983597,0.00005883714,0.0001796236,0.001060434,0.0002108701,0.0001305179],"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":[0.000426682,0.001011139,0.01234577,0.04984325,0.08455333,0.004890963,0.002985944,0.001124766,0.0002713896,0.001053233,0.6579754,0.1835181],"study_design_scores_gemma":[0.007439455,0.000813826,0.006087731,0.003309658,0.0144848,0.00045479,0.0001710918,0.0006095609,0.0002802445,0.001359719,0.9637114,0.001277702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01850201,0.110401,0.7382093,0.1088958,0.005390826,0.01265703,0.004365731,0.000787482,0.0007908305],"genre_scores_gemma":[0.7066826,0.02115028,0.007878131,0.2140447,0.01091937,0.007364432,0.02574438,0.00114788,0.005068261],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7303312,"threshold_uncertainty_score":0.9997363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991644495660036,"score_gpt":0.2666938615472115,"score_spread":0.2367774165906111,"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."}}