{"id":"W2038840283","doi":"10.12927/hcpol.2007.19140","title":"Same Question, Different Data Source, Different Answers? Data Source Agreement for Surgical Procedures on Women with Breast Cancer","year":2007,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; CancerCare Manitoba; Ontario Institute for Cancer Research","funders":"","keywords":"Concordance; Breast cancer; Medicine; Cancer registry; Mastectomy; Cohen's kappa; Statistic; Population; Cohort; Medical record; Cancer; Gynecology; Surgery; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07848611,0.0002457216,0.0007000867,0.003339571,0.0008609309,0.001611245,0.0009478267,0.0007081068,0.001384198],"category_scores_gemma":[0.3035323,0.0003396803,0.0005938021,0.005000467,0.001062128,0.001527737,0.001833332,0.0006878551,0.0004398934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002115,"about_ca_system_score_gemma":0.003034351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02351394,"about_ca_topic_score_gemma":0.02385719,"domain_scores_codex":[0.9148698,0.06200667,0.007912306,0.004758544,0.00878949,0.001663284],"domain_scores_gemma":[0.6225776,0.2775701,0.06165082,0.0160629,0.02109073,0.001047911],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003405348,0.00004187015,0.9720612,0.0002572395,0.0002122905,0.000108177,0.007007063,0.0003408754,0.0001761683,0.0009778982,0.001465025,0.0170117],"study_design_scores_gemma":[0.0001000042,0.0002017286,0.9531475,0.0009409814,0.0003666534,0.0009294091,0.01560599,0.004597122,0.002135101,0.003288134,0.01857651,0.0001108593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653763,0.00159996,0.01163432,0.005045641,0.0001467767,0.0004366262,0.008970725,0.00007926258,0.006710381],"genre_scores_gemma":[0.9905505,0.0004157318,0.004480004,0.000844215,0.00005473511,0.0002149075,0.002798937,0.00002806939,0.0006127321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9215139,"threshold_uncertainty_score":0.4150792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200075818578483,"score_gpt":0.4315199328708402,"score_spread":0.311512351012992,"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."}}