{"id":"W2335892796","doi":"10.3747/co.23.2773","title":"Formal Evaluation of PYNK: Breast Cancer Program for Young Women—The Patient Perspective","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Perspective (graphical); Family medicine; Cancer; Oncology; Bioinformatics; Internal medicine; Artificial intelligence; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003063587,0.0001124926,0.0001563499,0.0002038281,0.0008049975,0.0006685905,0.0002659002,0.0002846227,0.005220908],"category_scores_gemma":[0.007600275,0.00008619351,0.0002157979,0.0002006581,0.0004041094,0.0003774986,0.001212403,0.0004509655,0.0002847427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147005,"about_ca_system_score_gemma":0.004426714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623166,"about_ca_topic_score_gemma":0.006051912,"domain_scores_codex":[0.9981906,0.001175077,0.0001150109,0.00004469001,0.0002260342,0.0002485248],"domain_scores_gemma":[0.9954805,0.001113568,0.000906699,0.00009846129,0.0005723744,0.001828457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001753386,0.003683454,0.6243827,0.001566406,0.00006170336,0.002210522,0.01500359,0.000473545,0.002456367,0.0005795618,0.01124751,0.3365811],"study_design_scores_gemma":[0.0006899988,0.0171189,0.882504,0.001029119,0.00009860451,0.00517318,0.05104746,0.0009564804,0.002057276,0.0003343378,0.03892788,0.00006279386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932587,0.0005045005,0.0001751749,0.001545713,0.00004248128,0.0003285403,0.0001073655,0.00001605561,0.004021531],"genre_scores_gemma":[0.9967905,0.0005814611,0.000916678,0.0004614631,0.0000399479,0.0001805622,0.0001292434,0.000004999871,0.0008952903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005220908,"threshold_uncertainty_score":0.01746571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112715953094602,"score_gpt":0.4593473043484637,"score_spread":0.3480757090390035,"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."}}