{"id":"W4413534933","doi":"10.64628/aam.mpdwwmsmm","title":"Children with special health needs are more likely to come from poorer neighbourhoods","year":2024,"lang":"en","type":"article","venue":"","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Demographic economics; Sociology; Environmental health; Geography; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002348009,0.0002883905,0.000525245,0.001037066,0.001573096,0.001024534,0.0003942831,0.000716667,0.02146857],"category_scores_gemma":[0.002623943,0.0003068741,0.0007079054,0.001361337,0.0004438806,0.0007272779,0.0008555484,0.001436705,0.001174136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959038,"about_ca_system_score_gemma":0.0005699685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0341622,"about_ca_topic_score_gemma":0.05256069,"domain_scores_codex":[0.9995294,0.00006891225,0.00002939617,0.0000762928,0.0001251266,0.0001709211],"domain_scores_gemma":[0.9975927,0.0002880264,0.001267118,0.00006767787,0.0001905947,0.0005937823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002011237,0.00006090202,0.9959705,0.00002186991,0.00002935509,0.0002261923,0.0006058153,0.00001838744,0.0001242281,0.00006189141,0.0006311635,0.002229513],"study_design_scores_gemma":[0.000002818519,0.00003415927,0.993591,0.00005487506,0.00001796824,0.0006001172,0.004536232,0.00003624122,0.00003998422,0.00008034764,0.001001026,0.000005340165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938518,0.0004356424,0.00009686511,0.0005525489,0.00005754605,0.00001505907,0.0006140301,0.000006273558,0.004370225],"genre_scores_gemma":[0.9950477,0.0005714042,0.0001649235,0.000364519,0.00004980623,0.00002472279,0.000601512,0.00001536483,0.00316017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0341622,"threshold_uncertainty_score":0.07181954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000110293438069,"score_gpt":0.3751263132483352,"score_spread":0.3451252103139545,"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."}}