{"id":"W4391969904","doi":"10.1503/cmaj.230750","title":"Genes, discovery and life decisions","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fallacy; Mutation; History; Genealogy; Environmental ethics; Biology; Psychology; Genetics; Gene; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00226209,0.00008021474,0.0001824141,0.0003626876,0.0002140408,0.0002058985,0.0001036725,0.0001967073,0.001886585],"category_scores_gemma":[0.007221085,0.00005653497,0.00006696188,0.000404682,0.00009112237,0.0001948263,0.00001697381,0.0008722416,0.0001260229],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418267,"about_ca_system_score_gemma":0.008955289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264994,"about_ca_topic_score_gemma":0.005625599,"domain_scores_codex":[0.9972783,0.00006054584,0.0002687043,0.0001682214,0.001782967,0.0004412079],"domain_scores_gemma":[0.995133,0.0003930197,0.0000326401,0.000081229,0.0001941916,0.00416593],"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":[0.0000146387,0.00002450466,0.06270061,0.00002858507,0.0001558108,0.004201194,0.0006366072,4.707099e-7,0.0001182805,0.001310088,0.5140424,0.4167667],"study_design_scores_gemma":[0.0007377325,0.000106178,0.07722073,0.0004162368,0.00005167377,0.001974431,0.0008658372,0.000813199,0.00001078644,0.0002748832,0.9174392,0.00008911532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7228314,0.01944943,0.0008898166,0.241676,0.003103622,0.0002126043,0.00002990245,0.00004928773,0.01175793],"genre_scores_gemma":[0.9584833,0.006855234,0.0001366717,0.02260752,0.004618567,0.000004670417,0.000009509336,0.00001771107,0.007266769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4166776,"threshold_uncertainty_score":0.9990258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190240632167658,"score_gpt":0.3164658480645158,"score_spread":0.2945634417428393,"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."}}