{"id":"W2947457202","doi":"10.1093/pch/pxz066.158","title":"159 Procedural Skills Needs for Canadian Paediatricians: A National Snapshot","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rowan; Snapshot (computer storage); Library science; Medicine; Media studies; History; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621981,0.0004997532,0.0005578973,0.005345654,0.004915994,0.002278394,0.00170525,0.0007244684,0.003359577],"category_scores_gemma":[0.005044007,0.0006024442,0.0008932772,0.01101388,0.0007766788,0.001053557,0.001621138,0.001174353,0.0005336046],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07625366,"about_ca_system_score_gemma":0.1425114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967977,"about_ca_topic_score_gemma":0.9986314,"domain_scores_codex":[0.9961746,0.0001379437,0.0002292345,0.0001994878,0.002139273,0.001119526],"domain_scores_gemma":[0.9893993,0.0003955789,0.001007047,0.00009933643,0.006602804,0.002495958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001250144,0.000140109,0.8806756,0.001206619,0.00009174534,0.0005758948,0.00971231,0.0003165403,0.0004049566,0.0005942414,0.02593892,0.08021802],"study_design_scores_gemma":[0.000005480988,0.00003769765,0.9851034,0.0002672992,0.0000210373,0.0001699336,0.00621091,0.0002173023,0.00006019605,0.0000374455,0.007839956,0.0000292948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892204,0.01000331,0.0004675354,0.00917053,0.0001067177,0.0004206267,0.05530983,0.0001681588,0.03214923],"genre_scores_gemma":[0.9650351,0.01249311,0.002488502,0.001269412,0.00005489324,0.0001810877,0.01469901,0.00002572463,0.003753208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9237463,"threshold_uncertainty_score":0.5532616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088810665251008,"score_gpt":0.3409582374027345,"score_spread":0.3200701307502244,"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."}}