{"id":"W4311576335","doi":"10.1186/s12905-022-02093-2","title":"Providers’ perspectives on the reproductive decision-making of BRCA-positive women","year":2022,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sinai Health System; Women's College Hospital; University of Toronto; Mount Sinai Hospital","funders":"University of Toronto","keywords":"Medicine; Reproductive medicine; Family medicine; Fertility preservation; BRCA mutation; Fertility; Gynecology; Genetic counseling; Nursing; Population; Breast cancer; Cancer; Pregnancy; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01601066,0.0002840301,0.0003354078,0.0007199105,0.007662132,0.005076811,0.0009492591,0.001935225,0.003169782],"category_scores_gemma":[0.02942683,0.000484103,0.000395846,0.0008488577,0.006618336,0.002570828,0.004258623,0.003616673,0.0002180337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006427317,"about_ca_system_score_gemma":0.01328335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02021061,"about_ca_topic_score_gemma":0.03360308,"domain_scores_codex":[0.9823338,0.01373877,0.0005427526,0.0003974877,0.001318031,0.001669229],"domain_scores_gemma":[0.9644303,0.02684526,0.003203121,0.0002917862,0.001640297,0.003589228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006114047,0.00003515347,0.009477332,0.0001803014,0.00001081032,0.001670952,0.977778,0.00007321723,0.0003824892,0.002011011,0.001755515,0.006564036],"study_design_scores_gemma":[0.00001134497,0.00004798673,0.00260324,0.0003120622,0.000008563272,0.0006493176,0.9834321,0.0000826289,0.0001282863,0.0005608564,0.01214693,0.00001670998],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422713,0.003606606,0.001199812,0.03642387,0.0002955566,0.0001136923,0.0001387514,0.00001088573,0.01593946],"genre_scores_gemma":[0.9939898,0.001831969,0.0006072559,0.002600114,0.0000595106,0.00004959444,0.00003603794,0.000007612135,0.0008180411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021061,"threshold_uncertainty_score":0.08467346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537242883323064,"score_gpt":0.3041125471172507,"score_spread":0.2887401182840201,"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."}}