{"id":"W4410707746","doi":"10.15173/child.v3i1.3912","title":"McMaster Child Health Conference","year":2025,"lang":"en","type":"article","venue":"The Child Health Interdisciplinary Literature and Discovery Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Psychology; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117046,0.001156547,0.0007671699,0.001841359,0.002866853,0.003196963,0.002370024,0.003116644,0.7110457],"category_scores_gemma":[0.005425193,0.0006079948,0.0008258113,0.001437646,0.001025541,0.002015039,0.005005316,0.003819465,0.2608642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004981352,"about_ca_system_score_gemma":0.00986985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04119954,"about_ca_topic_score_gemma":0.1391046,"domain_scores_codex":[0.998468,0.0002772279,0.00008275094,0.0003228376,0.0005461625,0.0003030199],"domain_scores_gemma":[0.9973478,0.000368105,0.0001125912,0.00019249,0.0007722072,0.001206784],"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":[0.00003907557,0.00003136252,0.0005387905,0.0002038214,0.000006560764,0.0004048269,0.0001493052,0.00002336611,0.00006632788,0.002455031,0.9075827,0.08849881],"study_design_scores_gemma":[0.0000117212,0.00001268477,0.001652391,0.0006552766,0.000003796644,0.0002834018,0.0002717377,0.00001466777,0.0000337501,0.0006218607,0.9964291,0.000009479502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001537103,0.01354779,0.0005513757,0.02994907,0.006417914,0.0001622816,0.006440831,0.0007303001,0.9406633],"genre_scores_gemma":[0.01009095,0.01868169,0.001259335,0.01195164,0.001678663,0.0003262476,0.003379787,0.0004905436,0.9521411],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7110457,"threshold_uncertainty_score":0.4121581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402199746622066,"score_gpt":0.3929117647090619,"score_spread":0.3688897672428412,"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."}}