{"id":"W2792897879","doi":"10.1097/fpc.0000000000000329","title":"Reply to Searcy and colleagues","year":2018,"lang":"en","type":"letter","venue":"Pharmacogenetics and Genomics","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council; Cumming School of Medicine, University of Calgary","keywords":"Mental health; Neuropsychiatry; Library science; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004234537,0.0003196507,0.0002640744,0.00006465155,0.0002439051,0.0000823563,0.0002250416,0.0001957647,0.0007305326],"category_scores_gemma":[0.00002511338,0.0003407913,0.00003590039,0.00009443213,0.0003338137,0.00004013454,0.0007204465,0.0005536986,0.0006133839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828242,"about_ca_system_score_gemma":0.00002519923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001866465,"about_ca_topic_score_gemma":0.0000127123,"domain_scores_codex":[0.9977904,0.0001059227,0.0002848006,0.0009727069,0.0002859851,0.0005601842],"domain_scores_gemma":[0.9991491,0.00009134259,0.0001044419,0.0003362567,0.000009804609,0.0003090026],"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":[0.00001370536,0.00001409887,0.002720314,0.00004850554,0.00003694563,0.00007446459,0.0005770806,0.00002637077,0.00541849,3.878564e-7,0.9657139,0.02535577],"study_design_scores_gemma":[0.0002564485,0.00009745164,0.002940329,0.00001465069,0.00006254367,0.00002526331,0.00001605494,0.0003372978,0.002242929,0.0001279571,0.9934784,0.0004007086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5491669,0.001016647,0.0003420685,0.4412673,0.0004343906,0.001590499,0.0003753011,0.00004433135,0.005762599],"genre_scores_gemma":[0.005811324,0.005833053,0.00356498,0.980022,0.001757192,0.00004085128,0.00005025152,0.0001017952,0.002818546],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5433556,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426638260237005,"score_gpt":0.281049358545332,"score_spread":0.256782975942962,"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."}}