{"id":"W2883230376","doi":"10.1177/0009922818784959","title":"Development of the Pediatric Social Risk Instrument Using a Structured Panel Approach","year":2018,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Montreal Children's Hospital; University of Toronto; McMaster Children's Hospital; St. Michael's Hospital","funders":"University of California, Los Angeles","keywords":"Usability; Medicine; Social risk; MEDLINE; Family medicine; Environmental health","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":[0.0591836,0.001044678,0.001114226,0.005298903,0.001699697,0.001734845,0.001529307,0.0006481848,0.004729343],"category_scores_gemma":[0.06771259,0.0008443402,0.002084134,0.002770692,0.001135171,0.001834607,0.003619435,0.002205409,0.0008748498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003276372,"about_ca_system_score_gemma":0.01243708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339302,"about_ca_topic_score_gemma":0.006333337,"domain_scores_codex":[0.9532205,0.03152192,0.006313432,0.001508435,0.006466887,0.0009688922],"domain_scores_gemma":[0.944189,0.0279486,0.005507588,0.002967545,0.01765976,0.001727635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00115628,0.003089977,0.2079434,0.004278703,0.0003755882,0.0009972395,0.05093412,0.006245659,0.0111019,0.007108615,0.02212267,0.6846458],"study_design_scores_gemma":[0.001775957,0.008340067,0.6593021,0.006863003,0.0007163695,0.002415307,0.07659939,0.05068723,0.02467728,0.02528936,0.1424533,0.0008805586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3851699,0.0007357772,0.3693212,0.003444796,0.0005484575,0.2044667,0.006266225,0.00133699,0.02870997],"genre_scores_gemma":[0.1941954,0.0006336267,0.6672585,0.0004360164,0.00008851176,0.132208,0.003070593,0.0001102492,0.001999039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0591836,"threshold_uncertainty_score":0.3129965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.528672977183109,"score_gpt":0.5248462064374588,"score_spread":0.003826770745650188,"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."}}