{"id":"W2409888260","doi":"10.1007/978-1-4939-2428-8_20","title":"Clinical Genetic Research 1: Bias","year":2015,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Evolutionary biology; Psychology; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03793855,0.0006940438,0.001565555,0.003601818,0.001718681,0.005995227,0.001616902,0.004359289,0.05180051],"category_scores_gemma":[0.1103699,0.0008284339,0.0005940362,0.002579494,0.007969693,0.00511214,0.004975724,0.004602902,0.01965569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004374737,"about_ca_system_score_gemma":0.00689547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171026,"about_ca_topic_score_gemma":0.002766967,"domain_scores_codex":[0.9728301,0.01586371,0.001704754,0.002447788,0.006339342,0.0008143138],"domain_scores_gemma":[0.9201459,0.04207421,0.003392064,0.01393552,0.01486742,0.00558496],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001925432,0.00009570829,0.004359618,0.0009265261,0.00006535165,0.0002283408,0.0006066796,0.0001741603,0.0008491237,0.284646,0.4291659,0.2786901],"study_design_scores_gemma":[0.0001284133,0.00007662229,0.002826425,0.001020557,0.00004646242,0.001158641,0.0002640556,0.0003092797,0.0008722537,0.2833146,0.7099446,0.00003804475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007139399,0.11607,0.04062997,0.5258964,0.06438051,0.000438296,0.001739302,0.001462583,0.2422434],"genre_scores_gemma":[0.1562395,0.06821927,0.04427766,0.3064703,0.08616347,0.001461484,0.001987102,0.002580133,0.332601],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9620615,"threshold_uncertainty_score":0.2006406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2782694458863818,"score_gpt":0.5775988599825098,"score_spread":0.299329414096128,"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."}}