{"id":"W2597353752","doi":"10.1146/annurev-genom-091416-035213","title":"The Clinic Is My Laboratory: Life as a Clinical Geneticist","year":2017,"lang":"en","type":"article","venue":"Annual Review of Genomics and Human Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Geneticist; Medical genetics; Human genetics; Genetic counseling; Scope (computer science); Precision medicine; Medicine; Psychology; Genetics; Family medicine; Biology; Pathology; Computer science","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":[0.008895088,0.0008494913,0.001040815,0.001262828,0.00450993,0.008707337,0.001501554,0.009267103,0.02511791],"category_scores_gemma":[0.02180254,0.0007579828,0.0005827962,0.0006931908,0.008186241,0.01310205,0.005222575,0.02396467,0.01685944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831579,"about_ca_system_score_gemma":0.01060995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406019,"about_ca_topic_score_gemma":0.004453299,"domain_scores_codex":[0.9947953,0.002200344,0.0002330291,0.0008149609,0.001364503,0.0005918727],"domain_scores_gemma":[0.9775867,0.003864113,0.000674054,0.00079683,0.004087693,0.01299059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002522416,0.00004486588,0.0005252889,0.000101643,0.00001240581,0.0005866536,0.0009439983,0.00003584016,0.0003027767,0.009482251,0.954024,0.03391513],"study_design_scores_gemma":[0.00002323984,0.00006993097,0.0003520691,0.0005309814,0.0000103318,0.003027557,0.002097765,0.0000420574,0.00009581559,0.01093489,0.9827741,0.00004123186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006469949,0.03162075,0.002920673,0.8928757,0.05697121,0.00002849352,0.0000417532,0.0002482254,0.01464622],"genre_scores_gemma":[0.01993799,0.04971891,0.008511674,0.7932816,0.05636369,0.0001490451,0.0001228785,0.0003424984,0.07157164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02511791,"threshold_uncertainty_score":0.08402777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105883032606287,"score_gpt":0.3901857577662911,"score_spread":0.3591269274402282,"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."}}