{"id":"W4239898121","doi":"10.1093/pch/20.5.e30","title":"Canadian Paediatric Society 92nd Annual Conference: Abstracts","year":2015,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Library science; Pediatrics; Family medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00422231,0.0004823918,0.0007692525,0.0004322882,0.002444163,0.00004523855,0.0005385204,0.0006057255,0.0002542655],"category_scores_gemma":[0.0005689753,0.0004591657,0.0002441273,0.00122681,0.00007381407,0.0003081257,0.0001803925,0.00290503,0.001677633],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002993701,"about_ca_system_score_gemma":0.02496974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1488639,"about_ca_topic_score_gemma":0.1260879,"domain_scores_codex":[0.9932115,0.0007064213,0.001593427,0.0007928566,0.000907346,0.002788443],"domain_scores_gemma":[0.9922939,0.0003485741,0.0008293068,0.0006685877,0.000780833,0.00507883],"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":[0.0000331157,0.0001838442,0.1363384,0.0006136717,0.0000239579,0.00001310599,0.03744148,0.00005459299,1.497105e-7,0.001985649,0.8169462,0.006365856],"study_design_scores_gemma":[0.004283268,0.0003286781,0.3160529,0.0002691578,0.00005145796,0.00001704182,0.02781409,0.0001927056,5.178663e-7,0.001711058,0.6484013,0.0008778152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4321631,0.03589307,0.0005976734,0.3637368,0.02094439,0.01036953,0.00518056,0.00189155,0.1292234],"genre_scores_gemma":[0.9382153,0.004902784,0.001078676,0.04604137,0.008103332,0.00001817622,0.0004231658,0.00009991706,0.001117257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060523,"threshold_uncertainty_score":0.999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04481322178676906,"score_gpt":0.3527556016376672,"score_spread":0.3079423798508982,"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."}}