{"id":"W3178850960","doi":"10.2196/28527","title":"Search Behavior Regarding Cancer Susceptibility Genes Using a Clinical Decision Support Tool for Gene-Specific Penetrance: Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CHEK2; Penetrance; Cancer; Gene; Population; Germline; Genetic testing; Incidence (geometry); Germline mutation; Medicine; Genetics; Biology; Mutation; Mathematics; Phenotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005933175,0.0005867128,0.0007029726,0.009070993,0.0003578992,0.001798883,0.0006067901,0.0006578235,0.002935726],"category_scores_gemma":[0.07776063,0.0002093275,0.00071386,0.003978648,0.0003264467,0.001964028,0.001301846,0.0004452553,0.0007395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009363555,"about_ca_system_score_gemma":0.001037498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149215,"about_ca_topic_score_gemma":0.003996368,"domain_scores_codex":[0.9935493,0.003214692,0.00126,0.0006265402,0.001028918,0.0003206219],"domain_scores_gemma":[0.841419,0.1416015,0.00818556,0.001943833,0.00517235,0.001677691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002158208,0.0006477451,0.8526537,0.001597438,0.0003519231,0.0006291401,0.005215491,0.00193425,0.00375801,0.0005317485,0.007936876,0.1225855],"study_design_scores_gemma":[0.0002844266,0.001429944,0.876821,0.0006333873,0.0005898135,0.002851082,0.008043375,0.0871952,0.00640981,0.001564965,0.01392935,0.0002476329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847496,0.0006458341,0.003525787,0.0004440004,0.00001695908,0.0005347019,0.00750993,0.0006427247,0.001930517],"genre_scores_gemma":[0.9739646,0.000341298,0.01763781,0.0001822436,0.00004031974,0.0004508533,0.006521693,0.0001154449,0.0007457496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009070993,"threshold_uncertainty_score":0.03137803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463201377550353,"score_gpt":0.4462143825191422,"score_spread":0.299894244764107,"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."}}