{"id":"W2917681171","doi":"10.1111/cch.12651","title":"Personal, environmental, and family factors of participation among young children","year":2019,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Family and Disability Support Research","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; McMaster University","funders":"","keywords":"Structural equation modeling; Demography; Path analysis (statistics); Medicine; Population; Psychology; Analysis of variance; Generalized estimating equation; Gerontology; Pediatrics; Environmental health; Mathematics; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001675357,0.000122836,0.000200567,0.00006406108,0.000158417,0.00001220712,0.00005089191,0.00007135352,0.0002916432],"category_scores_gemma":[0.00000816021,0.0001082319,0.00002135617,0.00003983159,0.0001218664,0.00005522521,0.00005631818,0.0001224785,0.00003436436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007827422,"about_ca_system_score_gemma":0.0001324077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006297988,"about_ca_topic_score_gemma":0.00006844715,"domain_scores_codex":[0.9988173,0.00006792729,0.0002741394,0.000319811,0.0002083465,0.0003125328],"domain_scores_gemma":[0.9993953,0.00003759761,0.00007043315,0.0001405879,0.00001101616,0.0003450829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002346846,0.00006460556,0.9287052,0.00009113222,0.00002214472,3.509046e-7,0.05340302,1.121618e-7,0.000009510979,0.00002225236,0.0001990884,0.01745912],"study_design_scores_gemma":[0.0004842961,0.0001582667,0.9571592,0.00002178531,0.000002354952,0.000002919613,0.04114953,0.000001473043,0.0000471,0.000002263556,0.0008682077,0.0001026162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926994,0.00453342,0.000007994357,0.000063358,0.0001170505,0.0005268193,0.00002574134,0.00001495261,0.002011232],"genre_scores_gemma":[0.9990498,0.000132039,0.00006379626,0.0003770728,0.00001225893,0.00002597008,0.0002282324,0.000009458579,0.0001013529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.028454,"threshold_uncertainty_score":0.4413567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533060144804529,"score_gpt":0.312215613299431,"score_spread":0.2868850118513857,"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."}}