{"id":"W4408921421","doi":"10.1111/jpc.70011","title":"PSANZ 2025 Poster","year":2025,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Metro North Hospital and Health Service; Universidade Federal de Santa Catarina; University of Queensland; Griffith University","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001023247,0.001061958,0.0007383948,0.001184687,0.0009177589,0.003897421,0.001319465,0.001966452,0.8991197],"category_scores_gemma":[0.001864487,0.0004276895,0.0007122746,0.0007840639,0.0003904497,0.001663878,0.002666611,0.002257389,0.7850612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006493902,"about_ca_system_score_gemma":0.001460738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009646713,"about_ca_topic_score_gemma":0.001034328,"domain_scores_codex":[0.9993212,0.0001091785,0.00004937265,0.0001965815,0.0002137557,0.0001100237],"domain_scores_gemma":[0.9987504,0.0001679563,0.00006645894,0.0001083214,0.0003556719,0.0005511392],"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":[0.0003623822,0.00008115338,0.0002575488,0.0003298786,0.00001222863,0.0001607384,0.00002868793,0.0001147624,0.0006573217,0.002107852,0.8748721,0.1210153],"study_design_scores_gemma":[0.00005199168,0.00006163569,0.0004727736,0.0001400105,0.000004675233,0.0001330016,0.00002523262,0.00009135865,0.0001849678,0.0005906493,0.9982381,0.000005519672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001579988,0.002801799,0.001500021,0.004152076,0.01283888,0.0003195868,0.008445637,0.002247709,0.9661143],"genre_scores_gemma":[0.005247599,0.001593845,0.000653832,0.001051901,0.002214052,0.0001111919,0.005359103,0.0007106703,0.9830578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1008803,"threshold_uncertainty_score":0.1438934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216607094603383,"score_gpt":0.2388088446087797,"score_spread":0.2171481351484414,"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."}}