{"id":"W2944381671","doi":"10.1158/1538-7445.sabcs18-p4-09-02","title":"Abstract P4-09-02: Validation of iPrevent using the prospective family study cohort (ProF-SC)","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Medicine; Ibis; Quartile; Cohort; Receiver operating characteristic; Breast cancer; Incidence (geometry); Demography; Cancer; Internal medicine; Confidence interval; Mathematics","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":[0.026481,0.0008734971,0.0003512191,0.001421422,0.0004739442,0.0009442888,0.001676079,0.0005432783,0.007499989],"category_scores_gemma":[0.05799497,0.0004120804,0.0009009672,0.0009508948,0.0003709039,0.0005002252,0.001286392,0.0008008769,0.002671475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000574344,"about_ca_system_score_gemma":0.001347161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009757118,"about_ca_topic_score_gemma":0.006538342,"domain_scores_codex":[0.9946406,0.002983879,0.0003889249,0.000970027,0.0008309648,0.0001856191],"domain_scores_gemma":[0.9593257,0.01657975,0.004281181,0.01217633,0.00640673,0.001230288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002329352,0.000185567,0.9573246,0.0001394899,0.0004937464,0.0001404658,0.0003628663,0.002788416,0.0007264846,0.0004726473,0.014755,0.02028134],"study_design_scores_gemma":[0.000614587,0.001706829,0.954325,0.0001642386,0.0003836876,0.001059717,0.0002991941,0.01835828,0.002804918,0.0005491708,0.01967926,0.00005520954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8645836,0.0003152816,0.03099562,0.0003919261,0.0001734822,0.001517921,0.09231951,0.001507133,0.008195671],"genre_scores_gemma":[0.8937652,0.0001479369,0.02179539,0.000307777,0.00008651555,0.002189931,0.07854226,0.0004054115,0.002759656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.026481,"threshold_uncertainty_score":0.1400466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07162023648134797,"score_gpt":0.4297122739953723,"score_spread":0.3580920375140243,"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."}}