{"id":"W2553459052","doi":"10.1097/acm.0000000000001467","title":"Building a Global, Online Community of Practice: The OPENPediatrics World Shared Practices Video Series","year":2016,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"Intensive Care Society; International Business Machines Corporation","keywords":"MEDLINE; Medical education; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.01532043,0.0005143807,0.0002730429,0.00170841,0.003962805,0.00678225,0.002032818,0.001851695,0.01546038],"category_scores_gemma":[0.03355707,0.0003749016,0.0005994698,0.001096272,0.003991059,0.01421255,0.01556967,0.003349734,0.002413529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199341,"about_ca_system_score_gemma":0.00719591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188315,"about_ca_topic_score_gemma":0.00761248,"domain_scores_codex":[0.9887502,0.007505554,0.0002619676,0.0004807195,0.002010297,0.0009912627],"domain_scores_gemma":[0.9582493,0.01370376,0.002930834,0.002182163,0.003269166,0.01966479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001988512,0.0008224211,0.01154246,0.002021978,0.00006319088,0.001323022,0.061754,0.0002750595,0.001635648,0.01558272,0.2492678,0.6555129],"study_design_scores_gemma":[0.0002186814,0.0009973316,0.02057993,0.003336509,0.00005589971,0.001680422,0.100561,0.001023142,0.001203228,0.01923225,0.8509566,0.0001550021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3100125,0.01162716,0.08008365,0.2838638,0.01607629,0.00580959,0.00200099,0.004666536,0.2858594],"genre_scores_gemma":[0.7580126,0.008914916,0.1436187,0.02728367,0.006572977,0.003164653,0.00246855,0.001134127,0.04882989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546038,"threshold_uncertainty_score":0.0810231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.164699224119348,"score_gpt":0.5262491491085257,"score_spread":0.3615499249891777,"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."}}