{"id":"W6906523532","doi":"10.17605/osf.io/jzn85","title":"Child Health Network","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Intervention (counseling); Health care; Medical care; Child care; Social class","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005234917,0.0003824502,0.0008434561,0.0003019628,0.007115815,0.0001412553,0.00545829,0.0004182622,0.1216384],"category_scores_gemma":[0.0004762303,0.0003374123,0.00008601824,0.002500602,0.0004087377,0.0001599201,0.004681714,0.004476877,0.00241987],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008747701,"about_ca_system_score_gemma":0.005775688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261138,"about_ca_topic_score_gemma":0.000904591,"domain_scores_codex":[0.9940544,0.0007527227,0.0007048675,0.001280336,0.001118709,0.002088959],"domain_scores_gemma":[0.995827,0.0002497276,0.001079332,0.00201969,0.00004458554,0.0007796834],"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":[0.000009510804,0.00005742063,0.003201933,0.0001242086,0.000006566774,0.000003280359,0.0008170452,0.000005488212,3.848875e-8,0.04513442,0.9446935,0.005946578],"study_design_scores_gemma":[0.0002551492,0.00006985902,0.002288886,0.004614054,0.000005052232,0.00000208805,0.0009418135,0.000005970572,2.460576e-8,0.002788452,0.9886851,0.0003436027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006778751,0.002600229,0.0002317352,0.01897199,0.007864804,0.003970831,0.0001167695,0.000316814,0.96592],"genre_scores_gemma":[0.0004948103,0.001606885,0.01128782,0.117161,0.007202175,0.00009412607,0.00009893282,0.0006286214,0.8614256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1192185,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653070989637445,"score_gpt":0.4589766668614031,"score_spread":0.4024459569650287,"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."}}