{"id":"W2605051302","doi":"10.3233/978-1-61499-742-9-120","title":"Expanding the Reach of Continuing Educational Offerings Through a Web-Based Virtual Network: The Experience of InspireNet","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care; Provincial Health Services Authority; University of Victoria","funders":"","keywords":"Continuing professional development; Currency; Virtual learning environment; Professional development; Continuing education; Work (physics); Health care; Health professionals; Knowledge management; Medical education; Public relations; World Wide Web; Computer science; Medicine; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009332191,0.00007976752,0.0002114985,0.00008257488,0.0006160917,0.00002278209,0.0008404717,0.00004425575,4.884321e-7],"category_scores_gemma":[0.0004766774,0.00004814247,0.000017109,0.0002382299,0.001342641,0.0001978696,0.0007831652,0.0001962622,4.70295e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002578124,"about_ca_system_score_gemma":0.00005565789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003255485,"about_ca_topic_score_gemma":0.000038591,"domain_scores_codex":[0.9990749,0.00003663871,0.0004944454,0.00007900611,0.0001083846,0.0002066785],"domain_scores_gemma":[0.9985232,0.0002658385,0.0006004015,0.0005280905,0.00007255452,0.000009964177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001045435,0.00004252715,0.06910419,0.0005344804,0.00004295695,3.34657e-7,0.1627076,0.000705709,0.000003438014,0.6737055,0.0008095374,0.09233329],"study_design_scores_gemma":[0.004650746,0.002679276,0.133662,0.007838876,0.00004262021,0.00003510896,0.4379787,0.25644,0.001506475,0.08869978,0.06545545,0.001011007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552248,0.00452578,0.01717654,0.01888434,0.0007768246,0.0004461061,0.000001138281,0.00006404123,0.002900411],"genre_scores_gemma":[0.9921218,0.0008766847,0.006673257,0.0002312321,0.0000161077,0.00004560345,2.151484e-7,0.000001903269,0.0000331819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5850057,"threshold_uncertainty_score":0.4947017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490654697652694,"score_gpt":0.35784163146741,"score_spread":0.3129350844908831,"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."}}