{"id":"W2897357006","doi":"10.1111/jpc.14264","title":"Validation of the Early Development Instrument for children with special health needs","year":2018,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Family and Disability Support Research","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confirmatory factor analysis; Population; Construct validity; Special needs; Consistency (knowledge bases); Construct (python library); Psychometrics; Goodness of fit; Clinical psychology; Structural equation modeling; Environmental health; Statistics; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01994443,0.0008114386,0.0007554855,0.002696075,0.000862856,0.001052777,0.001661388,0.0004440966,0.002250664],"category_scores_gemma":[0.03512656,0.0004379373,0.001303296,0.002692571,0.0008465387,0.0008359541,0.002435868,0.001387468,0.0006884453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004114231,"about_ca_system_score_gemma":0.01218038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05740153,"about_ca_topic_score_gemma":0.1038459,"domain_scores_codex":[0.990647,0.001851265,0.001646121,0.0005835373,0.004460149,0.0008119972],"domain_scores_gemma":[0.9782996,0.00551763,0.003993999,0.0016364,0.009716875,0.0008355004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470442,0.0002226792,0.9192231,0.0003157776,0.00006171501,0.0001027235,0.002759754,0.0004533138,0.0007516487,0.0004225318,0.002257179,0.07328257],"study_design_scores_gemma":[0.00001644828,0.0001528329,0.9937557,0.0001199153,0.00001957186,0.0001038766,0.0008933621,0.0003405816,0.0005638143,0.0001011205,0.003921946,0.00001097204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673712,0.000848642,0.007194175,0.000553817,0.0001252184,0.00292217,0.007385048,0.0001761377,0.01342358],"genre_scores_gemma":[0.9352146,0.001295743,0.04132444,0.0002432099,0.00003116553,0.006628126,0.01087628,0.00005582918,0.004330561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05740153,"threshold_uncertainty_score":0.1141348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338137516355955,"score_gpt":0.3317634756945173,"score_spread":0.2983821005309578,"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."}}