{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005850735,0.0002889016,0.0006597834,0.0002511394,0.00004268077,0.00001295638,0.0001786007,0.0002241686,0.01384764],"category_scores_gemma":[0.000539695,0.0002345007,0.0001601043,0.00006912422,0.0001001619,0.00001203096,0.0001237291,0.0002789019,0.001871778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004134871,"about_ca_system_score_gemma":0.0001432783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144222,"about_ca_topic_score_gemma":0.0006849986,"domain_scores_codex":[0.99898,0.00001567969,0.0001720584,0.0002811525,0.0002879285,0.0002631848],"domain_scores_gemma":[0.9987907,0.00004990319,0.0002187738,0.0007505199,0.00004469862,0.0001453431],"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":[0.0000087263,0.0001167998,0.001024782,0.0002401646,0.0001606348,0.0001751899,0.00002285984,6.519572e-9,0.000004908761,0.000005014912,0.9594641,0.0387768],"study_design_scores_gemma":[0.0006604453,0.00006566136,0.009407544,0.0005032605,0.0003914234,0.00002988693,0.00001708932,0.000008541679,0.000001239063,0.00001624186,0.9886844,0.0002142349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002698052,0.0106363,0.000005553749,0.001118589,0.0004963417,0.0004918451,0.002659123,0.000372184,0.9839503],"genre_scores_gemma":[0.0005997457,0.001350792,0.001392441,0.0002876868,0.002837801,0.00002347281,0.0009453351,0.0004467806,0.9921159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03856257,"threshold_uncertainty_score":0.9989054,"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."}}