{"id":"W2010938755","doi":"10.1016/j.clinbiochem.2013.04.024","title":"Quality and patient safety in the diagnosis of breast cancer","year":2013,"lang":"en","type":"review","venue":"Clinical Biochemistry","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Patient safety; Lean manufacturing; Perspective (graphical); Quality (philosophy); Breast cancer; Computer science; Work (physics); Quality management; Best practice; Psychology; Risk analysis (engineering); Medicine; Operations management; Health care; Cancer; Engineering; Management system; Artificial intelligence","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":[0.0029986,0.0006592834,0.001334785,0.004048237,0.0004352727,0.001306883,0.000920204,0.001713881,0.001935663],"category_scores_gemma":[0.006449813,0.0003533769,0.0009589594,0.004559504,0.001071772,0.001632626,0.0009582475,0.001543826,0.0004536663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791223,"about_ca_system_score_gemma":0.00403862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006841636,"about_ca_topic_score_gemma":0.01133353,"domain_scores_codex":[0.9983569,0.0006135877,0.0002780408,0.0001497859,0.0005281699,0.00007350399],"domain_scores_gemma":[0.9941796,0.003964292,0.0008433344,0.0000675121,0.000827037,0.0001182019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000537926,0.00004682326,0.0005770801,0.05871811,0.0002559565,0.00009105798,0.0002396872,0.0003270357,0.0001916305,0.003342374,0.01069969,0.9254568],"study_design_scores_gemma":[0.00005760981,0.0003294644,0.01157517,0.1274142,0.001121718,0.002250706,0.0008925804,0.0003879421,0.0007691733,0.005997636,0.849133,0.00007086378],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007063161,0.9994645,0.0000282226,0.0001877088,0.00004297552,0.000002080374,0.000002598839,9.228462e-7,0.0002005255],"genre_scores_gemma":[0.001471809,0.9981492,0.00008592134,0.0001646208,0.0000514382,0.00000468931,0.000006156303,6.497619e-7,0.00006568245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006841636,"threshold_uncertainty_score":0.01585835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3576825928303411,"score_gpt":0.5943296306749236,"score_spread":0.2366470378445825,"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."}}