{"id":"W4241934820","doi":"10.1093/pch/15.5.258","title":"Letter to the Editor","year":2010,"lang":"en","type":"letter","venue":"Paediatrics & Child Health","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002529253,0.0004818915,0.0006964609,0.0003430432,0.00433678,0.00004720953,0.0008138659,0.001979763,0.0007008229],"category_scores_gemma":[0.0009845622,0.0003299789,0.0001878243,0.0006099027,0.00005597262,0.0001352126,0.0004722503,0.02448691,0.01151557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356734,"about_ca_system_score_gemma":0.001590124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007305144,"about_ca_topic_score_gemma":0.0002744096,"domain_scores_codex":[0.9943936,0.001363094,0.001079507,0.0007167762,0.0008260212,0.001621008],"domain_scores_gemma":[0.9943748,0.002675366,0.001001427,0.001313853,0.0003290538,0.0003055355],"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":[0.0000111665,0.00002712711,0.0006570559,0.0005071513,0.00003128366,0.00000986683,0.005373579,2.644259e-7,9.672193e-8,0.00001432938,0.9924997,0.0008683922],"study_design_scores_gemma":[0.000200966,0.0001205386,0.001826782,0.00009412345,0.00005259368,0.000007615179,0.0004528613,4.514758e-7,3.354567e-8,0.00003882241,0.9968845,0.0003206592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005503881,0.001542751,0.00007503658,0.8943968,0.0940617,0.001969966,0.0002071053,0.0001514252,0.007540156],"genre_scores_gemma":[0.00003764388,0.001247497,0.000320612,0.5890457,0.402495,0.0004746499,0.000183799,0.00007660286,0.006118449],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3084333,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031264192769456,"score_gpt":0.4333455378159037,"score_spread":0.330219118538958,"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."}}