{"id":"W2043521582","doi":"10.1111/j.1552-6356.2005.tb00861.x","title":"Riding the Gene Train","year":2005,"lang":"en","type":"article","venue":"AWHONN Lifelines","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001224843,0.0001128259,0.00007448775,0.00001893067,0.0001306857,0.00002731501,0.0001802449,0.00006833897,0.000005465678],"category_scores_gemma":[0.0000965959,0.00008523175,0.00009199313,0.00005161711,0.00007060335,0.000002605528,0.00004928977,0.00004049678,0.00003836148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004908153,"about_ca_system_score_gemma":0.00004593626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007118214,"about_ca_topic_score_gemma":0.00003638411,"domain_scores_codex":[0.9993004,0.00003852903,0.0001604035,0.0002177171,0.00009516864,0.0001877946],"domain_scores_gemma":[0.9994792,0.00001153072,0.00003843001,0.0003108142,0.0000734401,0.00008654741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001087279,0.0001906651,0.004168396,0.00001779907,0.00006573368,0.000003490027,0.0001503307,0.0004213494,0.8316215,0.00003978931,0.1515744,0.01163785],"study_design_scores_gemma":[0.0007203281,0.00007441087,0.002635308,0.000007546513,0.00003351879,0.00001920452,0.0001430031,0.000216711,0.3508163,0.0003311267,0.6447782,0.0002243262],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872829,0.00700109,0.001043019,0.003765025,0.0005189794,0.0001372172,0.00003956939,0.0000238748,0.0001882665],"genre_scores_gemma":[0.9296862,0.0007257086,0.001471041,0.00173889,0.06540085,0.00002014049,0.00009835965,0.00001825436,0.0008405948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4932038,"threshold_uncertainty_score":0.347565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108739298238675,"score_gpt":0.2517326298988236,"score_spread":0.2406452369164369,"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."}}