{"id":"W6982622214","doi":"","title":"Introduction to PedsCases Notes","year":2015,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pediatric surgery; Pediatric Surgeon; Paediatric surgery; Medical school; MEDLINE; Medical literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001121672,0.0007296688,0.0005659037,0.002346745,0.001204364,0.002852093,0.0009774175,0.001287606,0.5917215],"category_scores_gemma":[0.00901244,0.0004199162,0.0005129278,0.001492076,0.0002732604,0.002590743,0.002375832,0.002451381,0.3966166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008316605,"about_ca_system_score_gemma":0.001874739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003140773,"about_ca_topic_score_gemma":0.008717407,"domain_scores_codex":[0.9991997,0.0001486003,0.00009906241,0.0000813314,0.0003570373,0.0001142742],"domain_scores_gemma":[0.9948335,0.0009781716,0.0002849583,0.0002889328,0.001769722,0.001844611],"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":[0.00001860991,0.00003818858,0.0001497395,0.00005359196,5.780085e-7,0.0001085859,0.00003404596,0.00002110606,0.00006144055,0.0002854973,0.9415089,0.05771985],"study_design_scores_gemma":[0.000009596938,0.0000160389,0.0006350129,0.0002020563,9.589359e-7,0.0003869568,0.0001126044,0.00002351929,0.00004346979,0.0003407668,0.9982215,0.000007615988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002638625,0.005523247,0.01009847,0.02543794,0.02383878,0.001298773,0.01957628,0.01058725,0.9010007],"genre_scores_gemma":[0.01036951,0.009478187,0.0141933,0.01569845,0.007499876,0.0009773406,0.01298325,0.003237155,0.925563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5917215,"threshold_uncertainty_score":0.5823598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919205458537825,"score_gpt":0.2663580995396615,"score_spread":0.2471660449542832,"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."}}