{"id":"W4244454615","doi":"10.1002/gepi.2001.21.s1.s42","title":"Introduction: Heterogeneity","year":2001,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Biostatistics; Library science; Sociology; Public health; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002179027,0.00007274354,0.0001876728,0.00003283171,0.0004305424,0.000008424617,0.000187792,0.0001560186,0.000964004],"category_scores_gemma":[0.001581469,0.00006922438,0.00006142918,0.0001074813,0.0004421341,0.00003553491,0.00003437339,0.000163113,0.0003054158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004556123,"about_ca_system_score_gemma":0.0000679193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000894791,"about_ca_topic_score_gemma":0.001376291,"domain_scores_codex":[0.9980872,0.0009394141,0.0002188402,0.0002696594,0.0000826109,0.0004022737],"domain_scores_gemma":[0.9990495,0.0004781414,0.00008320784,0.000223101,0.00005054427,0.0001154612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002880273,0.0001032274,0.178264,0.00000678965,0.00005722749,0.0000276493,0.002910676,0.0001978791,0.0005813485,0.6700225,0.04718792,0.100612],"study_design_scores_gemma":[0.0000572376,0.0000300423,0.05200787,0.000001074295,0.000005206773,0.00001495226,0.0001040147,0.0000260054,0.00002643634,0.07321519,0.8744304,0.00008162805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.773578,0.001538432,0.01145773,0.1531472,0.002078786,0.0002005461,0.000002160051,0.0001499923,0.05784712],"genre_scores_gemma":[0.982486,0.001753613,0.004023792,0.003542234,0.00486357,0.00001549739,0.000003467084,0.000009123596,0.003302664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8272424,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014805341958704,"score_gpt":0.393045780454677,"score_spread":0.2915652462588066,"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."}}