{"id":"W2973618456","doi":"10.1136/ijgc-2019-igcs.247","title":"247 Project echo: reaching best practices in gynecologic oncology through international videoconferencing with case management and didactics","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Videoconferencing; Curriculum; Best practice; Specialty; Gynecologic oncology; Telemedicine; Medicine; Medical education; Echo (communications protocol); Health care; Computer science; Psychology; Oncology; Multimedia; Family medicine; Management; Political science; Pedagogy","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":[0.01392149,0.0005655718,0.0002358667,0.001230999,0.001378897,0.002375486,0.00181762,0.001426261,0.03636202],"category_scores_gemma":[0.03052553,0.0003013262,0.0004910548,0.0009080354,0.0008630702,0.001746563,0.006611352,0.001761259,0.004647427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411464,"about_ca_system_score_gemma":0.005495859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663813,"about_ca_topic_score_gemma":0.004170577,"domain_scores_codex":[0.9914374,0.006047221,0.0003100628,0.0004207264,0.001149086,0.0006356314],"domain_scores_gemma":[0.9817814,0.00925681,0.000846783,0.001458567,0.001918594,0.004737873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005958972,0.003587531,0.00607201,0.0008322154,0.00005072611,0.0005082759,0.007501462,0.001067614,0.003557247,0.004085943,0.1033004,0.8688407],"study_design_scores_gemma":[0.00430732,0.008940441,0.0809978,0.003737848,0.0004152395,0.003807729,0.06165443,0.01475953,0.02696056,0.03765808,0.7562486,0.0005123887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4488848,0.001900416,0.1458723,0.05414003,0.005677203,0.00887779,0.003994985,0.006331334,0.3243212],"genre_scores_gemma":[0.5966891,0.001824328,0.3228128,0.007158438,0.00125958,0.006381984,0.002431032,0.001183202,0.0602595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03636202,"threshold_uncertainty_score":0.1216431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030619604327094,"score_gpt":0.4413618740381708,"score_spread":0.3382999136054614,"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."}}