{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006199448,0.0002152052,0.0004941052,0.0001051463,0.0009433795,0.000003210507,0.0008600993,0.0002548275,0.0005895441],"category_scores_gemma":[0.03243347,0.0001020289,0.0000400452,0.0008326442,0.0003655732,0.0007138775,0.0004652392,0.00305678,0.00004750853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280897,"about_ca_system_score_gemma":0.0005969254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682137,"about_ca_topic_score_gemma":0.0008535448,"domain_scores_codex":[0.9946935,0.002697169,0.001198926,0.0002401725,0.0006070837,0.0005631835],"domain_scores_gemma":[0.9867283,0.009372001,0.002592465,0.0007116587,0.0003491335,0.0002464047],"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":[0.001359986,0.000229184,0.2352428,0.00154798,0.0001443024,0.0000124073,0.03665695,0.000001107848,0.002711098,0.04078963,0.6626901,0.01861445],"study_design_scores_gemma":[0.004682154,0.0003955172,0.123138,0.008315898,0.0003890838,0.00004432882,0.06661996,0.00001308405,0.00004059535,0.01010471,0.7859432,0.0003135069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5378747,0.005361936,0.0004039573,0.4475915,0.001471474,0.001455876,0.000172026,0.0001417191,0.005526831],"genre_scores_gemma":[0.9532988,0.01290212,0.0007269576,0.02528013,0.004240138,0.00001076452,0.00002922813,0.0000306699,0.003481174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4223113,"threshold_uncertainty_score":0.9992432,"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."}}