{"id":"W4238411173","doi":"10.1093/pch/8.2.65","title":"The future is now","year":2003,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Data science; 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":[],"consensus_categories":[],"category_scores_codex":[0.002204848,0.0001393977,0.0002612752,0.0001484016,0.0007637053,0.00002553482,0.000189713,0.00008334069,0.0001314455],"category_scores_gemma":[0.0004201708,0.00007950577,0.0000944418,0.001018145,0.0001313922,0.00004262225,0.00002751609,0.0006268331,0.0001858624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361089,"about_ca_system_score_gemma":0.00114376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004077369,"about_ca_topic_score_gemma":0.00007425919,"domain_scores_codex":[0.9975756,0.0001086182,0.0003118689,0.0003114351,0.0009074993,0.0007849929],"domain_scores_gemma":[0.9983077,0.0001790412,0.0001019962,0.0005075596,0.0001521404,0.0007515594],"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":[0.00008402484,0.0002592649,0.1487093,0.0002847284,0.00003323747,0.00003631668,0.002889528,5.937645e-7,0.00001071553,0.01303326,0.7216465,0.1130126],"study_design_scores_gemma":[0.001157302,0.0003479343,0.06587411,0.00002643409,0.00001776501,0.00009130064,0.0009772499,0.00002150985,0.00003641682,0.0003464303,0.9310198,0.00008378734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06563973,0.1824258,0.0004003001,0.6248798,0.005593092,0.002353909,0.00002873448,0.0002176887,0.1184609],"genre_scores_gemma":[0.6145958,0.2457458,0.001604065,0.1143072,0.01251382,0.00005344294,0.00003207066,0.00007799999,0.01106984],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5489561,"threshold_uncertainty_score":0.5873881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655991395235193,"score_gpt":0.3275112430984213,"score_spread":0.3109513291460693,"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."}}