{"id":"W6990604014","doi":"","title":"ECHO HIP: Phase 1: A needs assessment for continuing professional education for health information professionals","year":2018,"lang":"en","type":"article","venue":"UNM’s Digital Repository (University of New Mexico)","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echo (communications protocol); Telehealth; Specialty; Continuing education; Health care; Session (web analytics); Needs assessment; Continuing medical education; Health professionals","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000214199,0.0001288811,0.0002904845,0.0002616743,0.000319644,0.00002687181,0.00009710554,0.00008188908,0.0000312843],"category_scores_gemma":[0.00008842476,0.0001324092,0.0001077399,0.0002092248,0.00007070643,0.001090405,0.00003638145,0.00009448956,0.000003777488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002778831,"about_ca_system_score_gemma":0.002383223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007655824,"about_ca_topic_score_gemma":0.000008304823,"domain_scores_codex":[0.998821,0.00002455329,0.0004070951,0.0001636165,0.0003272883,0.0002565037],"domain_scores_gemma":[0.9982509,0.0001086672,0.0005721787,0.0001716359,0.0006101676,0.00028646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002698631,0.001564709,0.008222817,0.001274121,0.000139489,0.000001330005,0.01745093,7.095041e-7,0.001756152,0.002556029,0.30824,0.6560951],"study_design_scores_gemma":[0.0389163,0.01631142,0.05249752,0.002865752,0.0003596086,0.0001130599,0.1210397,0.002115825,0.005473272,0.002557427,0.7571243,0.0006257539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8220304,0.00009570368,0.147257,0.01481288,0.002076935,0.006227972,0.0002144469,0.0001613679,0.007123221],"genre_scores_gemma":[0.9746953,0.000004752223,0.01305519,0.001422537,0.0004689371,0.00001450601,0.0008952402,0.00001326589,0.009430308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6554694,"threshold_uncertainty_score":0.5399492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413187496671955,"score_gpt":0.3727196123668442,"score_spread":0.3485877374001247,"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."}}