{"id":"W4212799530","doi":"10.1016/s1876-2859(11)00109-4","title":"Overview","year":2011,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Academic Pediatric Association; Ottawa Hospital Research Institute","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001358144,0.0009126746,0.0004601554,0.002463087,0.0009351728,0.002304756,0.001497846,0.002305164,0.1571622],"category_scores_gemma":[0.00429315,0.0002961298,0.0006526423,0.001281085,0.0004221828,0.002318578,0.002403627,0.002321037,0.0789049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510329,"about_ca_system_score_gemma":0.004935629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395422,"about_ca_topic_score_gemma":0.004680836,"domain_scores_codex":[0.9992449,0.0001146544,0.00004944356,0.0001170305,0.0003306191,0.0001433174],"domain_scores_gemma":[0.9983718,0.0001925116,0.00009157327,0.0001010589,0.0007106637,0.0005325422],"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":[0.00005166159,0.00005779444,0.0006443382,0.0003748708,0.000006674839,0.0003068981,0.00004427084,0.00005159867,0.0001888416,0.008486928,0.6464584,0.3433278],"study_design_scores_gemma":[0.000007003133,0.000021382,0.000435525,0.0004226982,0.000006431795,0.0009476065,0.00003811776,0.00001744651,0.00008356124,0.001904075,0.9961119,0.000004135155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002368236,0.1668434,0.0156942,0.09515358,0.04382577,0.000711057,0.003231032,0.001781803,0.6703909],"genre_scores_gemma":[0.01485318,0.1828333,0.01214359,0.04627243,0.02998453,0.0008516547,0.005854708,0.0005014949,0.7067051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8428378,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141683246591699,"score_gpt":0.315615768642162,"score_spread":0.173932522050463,"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."}}