{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627556,0.00007762064,0.0001743226,0.00004028821,0.0009758564,0.00001294967,0.00008179399,0.0000649873,0.0008155961],"category_scores_gemma":[0.0001593378,0.00006307707,0.00006447844,0.0001459563,0.00001468218,0.00008180977,0.00003075436,0.001088557,0.0003951052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446722,"about_ca_system_score_gemma":0.002124963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003607107,"about_ca_topic_score_gemma":0.00002769392,"domain_scores_codex":[0.9984977,0.0003418134,0.0004527073,0.000115337,0.0002007525,0.0003917241],"domain_scores_gemma":[0.9987292,0.00004894647,0.0003209236,0.00006667103,0.00007301114,0.0007612332],"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":[0.0001576892,0.0000932935,0.1278748,0.0007680893,0.00001438921,0.00003362185,0.01599253,0.00000954181,0.00002836119,0.002790459,0.8086084,0.04362881],"study_design_scores_gemma":[0.006768894,0.001508319,0.09162452,0.001029976,0.0000465255,0.0001401152,0.02057878,0.0001443167,0.00001034012,0.004945202,0.8727762,0.0004268442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6858408,0.005686914,0.004361103,0.2884495,0.00390578,0.0009524557,0.0000233807,0.0001477236,0.01063229],"genre_scores_gemma":[0.9321536,0.002999039,0.0002622693,0.05329956,0.009485991,8.626691e-7,0.000009783389,0.00002180972,0.001767129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2463127,"threshold_uncertainty_score":0.8930205,"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."}}