{"id":"W1491846618","doi":"10.1007/s12630-010-9292-6","title":"Bibliographic characteristics of the research output of pediatric anesthesiologists in Canada","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008548457,0.0002532583,0.0009699055,0.005088669,0.0002553299,0.00004335142,0.001060954,0.0002934545,0.0001584668],"category_scores_gemma":[0.01854876,0.0001720091,0.0002720774,0.00490522,0.0007521685,0.0001639055,0.00001985219,0.004001166,0.000001799566],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158323,"about_ca_system_score_gemma":0.1987571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8547424,"about_ca_topic_score_gemma":0.9417424,"domain_scores_codex":[0.9937443,0.0005130757,0.001671149,0.000202604,0.001964779,0.001904055],"domain_scores_gemma":[0.9834809,0.0006918815,0.001042028,0.0005476161,0.002728269,0.01150927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223749,0.00006577598,0.799312,0.0002692229,0.00003416144,0.1835969,0.0003677095,0.000006116352,0.000177012,0.00008658345,0.01097071,0.004890117],"study_design_scores_gemma":[0.000800361,0.0008446857,0.6414,0.0002934725,0.00004699157,0.3491028,0.0003418836,0.000008258718,0.0001203338,0.00009907786,0.006825076,0.0001170224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831793,0.0007464531,4.619143e-7,0.01510347,0.0004375896,0.0003159912,0.00001188101,0.000001543308,0.0002032683],"genre_scores_gemma":[0.9981224,0.0006395879,0.00008405346,0.0003053487,0.0007150834,0.000002457884,0.000001982533,0.00003577752,0.00009333289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1975988,"threshold_uncertainty_score":0.9982966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06765585005811448,"score_gpt":0.3221293451736378,"score_spread":0.2544734951155234,"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."}}