{"id":"W2937495499","doi":"10.1097/ceh.0000000000000243","title":"Adoption and Use of Mobile Learning in Continuing Professional Development by Health and Human Services Professionals","year":2019,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Flexibility (engineering); Social media; Autonomy; Mobile device; Medical education; Mobile technology; Professional development; Knowledge management; Health care; Public relations; Medicine; Psychology; Business; Computer science; World Wide Web; Political science","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":[0.008128566,0.0002528657,0.000885208,0.0006147065,0.0007886224,0.00002056766,0.0002718495,0.0002582506,0.0000500111],"category_scores_gemma":[0.0002624365,0.0001846214,0.00004675498,0.0005257744,0.00007284042,0.0004822958,0.0001320182,0.002221404,0.000006746965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637819,"about_ca_system_score_gemma":0.005134793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004691369,"about_ca_topic_score_gemma":0.0003702967,"domain_scores_codex":[0.9915039,0.003495924,0.003335988,0.0003485315,0.0005496855,0.0007659768],"domain_scores_gemma":[0.99279,0.001841606,0.00411446,0.0002905802,0.0004933325,0.0004700666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951083,0.001050378,0.7019494,0.005845231,0.00001022951,4.414537e-7,0.1724102,0.0000100408,0.0003534563,0.002395167,0.008521559,0.1072588],"study_design_scores_gemma":[0.00267653,0.0006362796,0.4623173,0.02919224,0.000009292726,0.00001741697,0.2747692,0.00006020255,0.00001046929,0.0003462195,0.2297199,0.0002448496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791,0.005452251,0.00003639129,0.008299862,0.001266395,0.005744175,0.000008136626,0.00001955391,0.00007320972],"genre_scores_gemma":[0.9878867,0.001674837,0.001662029,0.003923731,0.0001420113,0.001209192,0.00006887307,0.00003587309,0.003396709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396321,"threshold_uncertainty_score":0.9651017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749602240437658,"score_gpt":0.4348787049331678,"score_spread":0.4073826825287912,"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."}}