{"id":"W4238135399","doi":"10.1093/pch/14.8.514","title":"Research Letter","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Computer science; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002506924,0.0004018231,0.000923284,0.0008019721,0.002316437,0.00331882,0.001863052,0.02379587,0.09729026],"category_scores_gemma":[0.04075049,0.0004142289,0.00111892,0.0004598759,0.001709144,0.001864053,0.001590974,0.01556636,0.04525987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257774,"about_ca_system_score_gemma":0.00338834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462658,"about_ca_topic_score_gemma":0.002311659,"domain_scores_codex":[0.997274,0.0006759373,0.0002837665,0.0004941496,0.000820297,0.0004519013],"domain_scores_gemma":[0.9862476,0.006413654,0.0006512722,0.001027096,0.003515018,0.002145434],"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":[0.00005646995,0.00002070625,0.0002016685,0.00005928841,0.00000862723,0.0007524948,0.00005838592,0.00001736794,0.00009404872,0.002930102,0.9871132,0.008687789],"study_design_scores_gemma":[0.00006474608,0.00003422927,0.0004929558,0.0001777337,0.00001350961,0.001200177,0.0002073539,0.00006692256,0.0001699326,0.004224234,0.9933364,0.00001177909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008820528,0.001657683,0.0001352259,0.8633636,0.1019908,0.00004842009,0.0002041801,0.00007615392,0.03164186],"genre_scores_gemma":[0.0117018,0.001986675,0.0003761023,0.801466,0.06640133,0.0001533838,0.0001712305,0.00005532301,0.1176881],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9027097,"threshold_uncertainty_score":0.3254684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772321128203916,"score_gpt":0.4783513865727571,"score_spread":0.3011192737523654,"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."}}