{"id":"W4241357670","doi":"10.1002/9780471420194.tnmc71","title":"Paediatric Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002255972,0.0004439405,0.0002992164,0.001660274,0.0004265233,0.0008129617,0.0003656235,0.0004935925,0.08945786],"category_scores_gemma":[0.001547398,0.000147045,0.000371698,0.001319003,0.0003521926,0.0007459366,0.0009327026,0.001113627,0.04788179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580198,"about_ca_system_score_gemma":0.0008875225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194304,"about_ca_topic_score_gemma":0.001560515,"domain_scores_codex":[0.9996926,0.00003414327,0.00003583805,0.00003632647,0.0001338447,0.00006732131],"domain_scores_gemma":[0.9995285,0.00008798332,0.00005451544,0.00003086747,0.0001135303,0.0001845308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008614886,0.00003147913,0.006425795,0.0009253197,0.00001629534,0.00832897,0.0001890326,0.0001863347,0.002555955,0.008290392,0.4403707,0.5325935],"study_design_scores_gemma":[0.000005234625,0.00002186113,0.003486874,0.0005504095,0.000005394592,0.0348587,0.00007560528,0.00002323845,0.0005484773,0.001121644,0.9592944,0.000008104732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01445861,0.146421,0.008002041,0.008513755,0.01106028,0.0002307355,0.009884204,0.00124558,0.8001837],"genre_scores_gemma":[0.150834,0.2061108,0.01692006,0.009887149,0.01089537,0.0002873917,0.02153347,0.001213594,0.5823181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08945786,"threshold_uncertainty_score":0.2992664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465210883129004,"score_gpt":0.3153791997797752,"score_spread":0.2907270909484851,"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."}}