{"id":"W3170066949","doi":"10.1038/s41390-021-01608-1","title":"Pediatric Research ECI bio","year":2021,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pediatric research; Medicine; Computational biology; Biology; Pediatrics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003318611,0.0008645105,0.0006331888,0.004459429,0.001906395,0.004660581,0.001201296,0.002445556,0.5168351],"category_scores_gemma":[0.01293128,0.0004615887,0.0005728637,0.001761349,0.001314288,0.001409462,0.002698788,0.002334203,0.3086404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057647,"about_ca_system_score_gemma":0.008967676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004423657,"about_ca_topic_score_gemma":0.006001505,"domain_scores_codex":[0.9968339,0.0005710322,0.0002029433,0.0004833843,0.00141186,0.0004969029],"domain_scores_gemma":[0.9801576,0.002190665,0.001257399,0.001822883,0.009756502,0.004815092],"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":[0.0001716852,0.0002067452,0.006543871,0.0004272604,0.00003844441,0.0006558612,0.0003394828,0.00008861729,0.001866559,0.01211393,0.6546718,0.3228757],"study_design_scores_gemma":[0.00002019195,0.00005603802,0.003494281,0.0003943339,0.0000145382,0.0006107821,0.0002890079,0.00006468676,0.0007369147,0.001544671,0.9927651,0.000009477958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00522354,0.01362205,0.001564686,0.03557682,0.01916661,0.000330762,0.004714357,0.0005969019,0.9192043],"genre_scores_gemma":[0.02395515,0.0108477,0.001448459,0.00632892,0.008150927,0.0002316445,0.002676053,0.0002026763,0.9461583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4831649,"threshold_uncertainty_score":0.6891761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4040480287623558,"score_gpt":0.6020806332934415,"score_spread":0.1980326045310857,"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."}}