{"id":"W2969332595","doi":"10.2196/15386","title":"Using Video Feedback Through Smartphone Instant Messaging in Fundamental Nursing Skills Teaching: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Southern Medical University; Canadian Institutes of Health Research; University of Ottawa","keywords":"Observational study; Class (philosophy); Video feedback; Teaching method; Computer science; Medical education; Nursing; Multimedia; Medicine; Psychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682134,0.000427934,0.0005373806,0.0008062188,0.001054049,0.0004055805,0.0004931331,0.0006438785,0.001286431],"category_scores_gemma":[0.006521303,0.0004200764,0.0005148933,0.0003262712,0.0006282703,0.0004709057,0.0006408658,0.0008566656,0.0003082578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004583847,"about_ca_system_score_gemma":0.0009371284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123823,"about_ca_topic_score_gemma":0.00409829,"domain_scores_codex":[0.9988602,0.0004611948,0.0001066041,0.0001368883,0.0002672693,0.0001677581],"domain_scores_gemma":[0.9959138,0.001744274,0.0008531972,0.0002585503,0.0007049676,0.0005250737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002683329,0.0549533,0.7563052,0.001060477,0.0001725631,0.003508311,0.05439546,0.000288376,0.01671193,0.0001064171,0.001001726,0.1088129],"study_design_scores_gemma":[0.000621479,0.07142948,0.8808843,0.0002432672,0.0002921621,0.002837438,0.03022167,0.001260396,0.008611469,0.0001005234,0.003386588,0.0001111895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994374,0.00005550517,0.0001901387,0.00001016789,0.000003937856,0.0001282401,0.00002122896,0.000002833498,0.0001506168],"genre_scores_gemma":[0.9983493,0.0001944664,0.0006760488,0.00006431997,0.00002129238,0.0002592795,0.00004903314,0.000002252315,0.0003840197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002123823,"threshold_uncertainty_score":0.008896053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2105136900846576,"score_gpt":0.496942834448788,"score_spread":0.2864291443641304,"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."}}