{"id":"W4288072438","doi":"10.1097/sih.0000000000000619","title":"Guiding, Intermediating, Facilitating, and Teaching (GIFT)","year":2021,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Debriefing; Mentorship; Psychology; Grounded theory; Medical education; Think aloud protocol; Applied psychology; Qualitative research; Computer science; Medicine; Social psychology; Sociology; Human–computer interaction","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004959933,0.0003559476,0.0007382469,0.0002647388,0.0008041534,0.00005992271,0.0003037491,0.0004170359,0.00002044884],"category_scores_gemma":[0.00525998,0.0002686801,0.0006659614,0.0007845286,0.0001669064,0.000360929,0.0001095085,0.001481617,0.00000138976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545282,"about_ca_system_score_gemma":0.001890847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039929,"about_ca_topic_score_gemma":0.0004151437,"domain_scores_codex":[0.993913,0.001426907,0.002620011,0.0004363262,0.0009523276,0.0006514276],"domain_scores_gemma":[0.9837425,0.01071614,0.0016488,0.0007401857,0.002816809,0.000335603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002690073,0.00008194449,0.5037127,0.001330341,0.00004701609,0.000002357087,0.02216327,0.4678842,0.00002831877,0.0008090804,0.0001202447,0.003551513],"study_design_scores_gemma":[0.004121081,0.0004482358,0.3054798,0.001948667,0.0001220807,0.00009261058,0.02457196,0.655375,0.00005498925,0.006325355,0.001121243,0.0003389697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025161,0.004076965,0.002500506,0.0870206,0.001679548,0.00210048,0.00004966666,0.00004011999,0.00001601419],"genre_scores_gemma":[0.9891151,0.0001611685,0.003603173,0.006199064,0.0006598779,0.00004599722,0.00004710738,0.0000669108,0.0001015607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982329,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06627295785169421,"score_gpt":0.4142152428729177,"score_spread":0.3479422850212235,"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."}}