{"id":"W4242467125","doi":"10.1093/pch/20.3.148a","title":"Letter to the Editor","year":2015,"lang":"en","type":"letter","venue":"Paediatrics & Child Health","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002880276,0.0007034775,0.00121223,0.0008597689,0.004766748,0.00435661,0.001662421,0.03648873,0.01447695],"category_scores_gemma":[0.02784691,0.0007939205,0.001158633,0.0005278881,0.002055095,0.002684258,0.001901618,0.02248367,0.007409822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889622,"about_ca_system_score_gemma":0.008721079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008400155,"about_ca_topic_score_gemma":0.01198967,"domain_scores_codex":[0.9967042,0.0008382374,0.0002929959,0.0004542569,0.0009959686,0.0007143882],"domain_scores_gemma":[0.9946288,0.001714987,0.0004498915,0.0001618854,0.001302409,0.001742093],"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":[0.00002516822,0.00002166037,0.0006815141,0.00003578982,0.000009488498,0.003853992,0.0001930456,0.00004265626,0.00006429512,0.001891393,0.98943,0.00375096],"study_design_scores_gemma":[0.00004692154,0.00004150767,0.001572637,0.0003465631,0.0000220893,0.004326973,0.0009161074,0.0002257203,0.0001426231,0.004830304,0.9874845,0.00004412261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000835106,0.001767058,0.00006380009,0.9263245,0.05535598,0.00001992415,0.00004563615,0.00002775924,0.01556017],"genre_scores_gemma":[0.00830406,0.001236158,0.0001127029,0.9197778,0.03627555,0.00003569865,0.00002170186,0.00002417344,0.03421219],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03648873,"threshold_uncertainty_score":0.04843026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566258163276087,"score_gpt":0.4488840202411327,"score_spread":0.292258203913524,"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."}}