{"id":"W2020894544","doi":"10.1002/chp.1340230107","title":"Videoconferencing for practice-based small-group continuing medical education: Feasibility, acceptability, effectiveness, and cost","year":2003,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"Society for Academic Continuing Medical Education","keywords":"Facilitator; Videoconferencing; Continuing medical education; Medical education; Teleconference; Test (biology); Session (web analytics); Distance education; Quality (philosophy); Medicine; Psychology; Multimedia; Computer science; Continuing education; Pedagogy; Social psychology","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"],"consensus_categories":[],"category_scores_codex":[0.01430223,0.000166694,0.0005300367,0.0003069333,0.0002314033,0.00004108953,0.0001506224,0.000126154,0.00008885788],"category_scores_gemma":[0.01713789,0.0001161022,0.00009077685,0.0003403705,0.00008115111,0.0002467748,0.00001756376,0.0007446314,6.293412e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036617,"about_ca_system_score_gemma":0.01005306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001185751,"about_ca_topic_score_gemma":0.0002126496,"domain_scores_codex":[0.9953579,0.002182545,0.001355995,0.0002321547,0.0005113725,0.0003599921],"domain_scores_gemma":[0.9927108,0.00428357,0.001275936,0.0002817834,0.001048966,0.0003989162],"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":[0.000658859,0.00229006,0.3892768,0.001935698,0.00002182168,0.000002371433,0.01204727,7.469756e-7,0.00006980631,0.005336751,0.004552225,0.5838076],"study_design_scores_gemma":[0.01060525,0.002163555,0.7922722,0.009236512,0.0002228502,0.0007024343,0.1073807,0.00006166618,0.0001261686,0.003903877,0.07309321,0.0002316004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190667,0.001941928,0.008541225,0.06351903,0.001875726,0.00473149,0.000002655097,0.00001584525,0.0003054264],"genre_scores_gemma":[0.9790434,0.0001634589,0.01026504,0.009719567,0.0004321611,0.0002986134,0.00001951178,0.00001986736,0.00003839284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.583576,"threshold_uncertainty_score":0.995559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05888500875260512,"score_gpt":0.4732579894528352,"score_spread":0.4143729807002301,"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."}}