{"id":"W2803575965","doi":"10.1093/pch/pxy054.014","title":"PAEDIATRIC PROJECT ECHO: EXPLORING THE EDUCATIONAL NEEDS OF ONTARIO HEALTHCARE PROVIDERS WITH INTEREST IN CARING FOR CHILDREN WITH MEDICAL COMPLEXITY","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Medical education; Curriculum; Medicine; Population; Nursing; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002672226,0.0004070587,0.0007659073,0.0007117869,0.001720974,0.00002132725,0.0005991309,0.0002028965,0.00005912948],"category_scores_gemma":[0.0004437585,0.0002637315,0.0001063498,0.001745013,0.0003302799,0.0002400205,0.0001960283,0.002216815,0.00001025238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855246,"about_ca_system_score_gemma":0.02393439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.131623,"about_ca_topic_score_gemma":0.6444293,"domain_scores_codex":[0.995188,0.0006394075,0.001414717,0.0005729712,0.0007363345,0.001448571],"domain_scores_gemma":[0.9964318,0.00103135,0.0009369873,0.0006123374,0.0004280674,0.0005595112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004084337,0.0003193028,0.9290102,0.001041804,0.00003507411,4.93623e-7,0.05584027,0.000003967269,6.203926e-8,0.006014095,0.002257958,0.005068336],"study_design_scores_gemma":[0.003701777,0.001372654,0.9824299,0.001834404,0.00003891891,0.00001958326,0.007712987,0.00004004659,0.000001622743,0.0004760535,0.002032046,0.0003400357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325981,0.0008921871,0.0003908154,0.05742979,0.0009232559,0.007124316,0.000134819,0.00009293883,0.0004137388],"genre_scores_gemma":[0.9875014,0.0004709831,0.001394508,0.006210618,0.003792936,0.0002680099,0.000215218,0.0000802149,0.00006615301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5128062,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131663852184062,"score_gpt":0.3793335520938815,"score_spread":0.2476696999098195,"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."}}