{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008216366,0.001055364,0.001559832,0.001007484,0.003405057,0.009198199,0.001418955,0.008270064,0.173198],"category_scores_gemma":[0.01197667,0.0003212279,0.001010884,0.0009940346,0.007265432,0.01715677,0.004920715,0.01413125,0.04040083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735872,"about_ca_system_score_gemma":0.00732204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00420211,"about_ca_topic_score_gemma":0.006473686,"domain_scores_codex":[0.9973142,0.0006636204,0.0001163245,0.000500093,0.0007872646,0.0006185266],"domain_scores_gemma":[0.9863936,0.003685017,0.0004700294,0.0008812018,0.003664161,0.004906075],"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":[0.0002874582,0.0001689207,0.0009448079,0.0006279041,0.00002993998,0.0002460132,0.001127882,0.0002377972,0.001119822,0.2161966,0.6350577,0.1439553],"study_design_scores_gemma":[0.00002326659,0.00004977774,0.0005744236,0.0002137977,0.000009035654,0.00009428308,0.001272842,0.00005594991,0.0000412751,0.02029545,0.9773496,0.00002030277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002431204,0.1047778,0.00672071,0.5995845,0.1069289,0.00008587454,0.0005265335,0.0006804346,0.1782641],"genre_scores_gemma":[0.06068594,0.08769533,0.01632437,0.4407382,0.05373896,0.0002758642,0.001076283,0.000473919,0.3389912],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.173198,"threshold_uncertainty_score":0.5794051,"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."}}