{"id":"W4386665038","doi":"10.54434/candj.48","title":"Pediatrics as Health Prevention","year":2020,"lang":"en","type":"article","venue":"CAND Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004312101,0.0006340478,0.000599593,0.001717417,0.001945039,0.005386156,0.0008491975,0.004592444,0.02477931],"category_scores_gemma":[0.008264306,0.0003139785,0.0002666975,0.0014554,0.003660919,0.003537915,0.005242737,0.007406358,0.006803154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003004881,"about_ca_system_score_gemma":0.01209939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781288,"about_ca_topic_score_gemma":0.006842961,"domain_scores_codex":[0.996953,0.001348065,0.000140602,0.0002673404,0.0009104035,0.000380598],"domain_scores_gemma":[0.9937602,0.001827736,0.0004266255,0.0003607991,0.0009752702,0.002649372],"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":[0.00001919675,0.0002618766,0.001818448,0.0008378995,0.00001382195,0.0002754825,0.001938969,0.00009339392,0.0001930954,0.1560348,0.4529124,0.3856007],"study_design_scores_gemma":[0.000005669261,0.00003151222,0.001236052,0.001619649,0.000004516861,0.000254443,0.0006685111,0.00001996357,0.00004664997,0.01334168,0.982765,0.000006340364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001941554,0.2780463,0.004137479,0.449595,0.04714978,0.0001610149,0.0002015765,0.0002701542,0.2184971],"genre_scores_gemma":[0.07085782,0.5355503,0.014119,0.1898289,0.0442932,0.0003373925,0.0003360629,0.0001632866,0.1445139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02477931,"threshold_uncertainty_score":0.0828951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09710285270446005,"score_gpt":0.4554022401412653,"score_spread":0.3582993874368053,"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."}}