{"id":"W777801583","doi":"10.1007/s40596-015-0377-y","title":"Evaluation of a National Online Educational Program in Geriatric Psychiatry","year":2015,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Saskatchewan; Queen's University; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Context (archaeology); Wilcoxon signed-rank test; Medical education; Descriptive statistics; Psychology; Geriatrics; Computer-assisted web interviewing; Asynchronous communication; Online learning; Medicine; Curriculum; Psychiatry; Computer science; Multimedia; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004397148,0.0001280671,0.0001719606,0.0004761525,0.00008639223,0.000008734449,0.0005273804,0.0004945331,0.00008404693],"category_scores_gemma":[0.001700325,0.0001410771,0.00005694753,0.001364372,0.000247579,0.0002787774,0.00004502582,0.0005805913,0.00003646381],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413935,"about_ca_system_score_gemma":0.0104365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000385069,"about_ca_topic_score_gemma":0.004557078,"domain_scores_codex":[0.9964601,0.000388128,0.0005326085,0.0003230993,0.001970747,0.0003252754],"domain_scores_gemma":[0.9985172,0.00007045479,0.0002942256,0.0001736478,0.0008124372,0.0001320577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002833319,0.001119993,0.7927115,0.0000189163,0.00003730949,6.130464e-8,0.003681698,0.00009146683,0.00001111584,0.1273493,0.04772167,0.02722863],"study_design_scores_gemma":[0.002098936,0.00007507927,0.3604456,0.00009640765,0.00005891774,0.000003595996,0.005576976,0.0005053231,0.000002899004,0.6233031,0.007596388,0.0002367465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244799,0.003796676,0.000008697665,0.05475231,0.003427746,0.0009083597,0.00002336853,0.000157331,0.01244564],"genre_scores_gemma":[0.9865029,0.0001012138,0.01135007,0.0003831877,0.001304811,0.0001727488,0.00004206676,0.00001542721,0.0001275611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4959538,"threshold_uncertainty_score":0.9951734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07058142686671087,"score_gpt":0.423434057952356,"score_spread":0.3528526310856451,"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."}}