{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02304974,0.000746451,0.0003018625,0.001307418,0.002135997,0.003205829,0.001518034,0.001058637,0.007425719],"category_scores_gemma":[0.04019512,0.0003514304,0.0006151203,0.0007080981,0.004817208,0.003133418,0.006443232,0.00162462,0.001300733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324694,"about_ca_system_score_gemma":0.007850543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955808,"about_ca_topic_score_gemma":0.002507399,"domain_scores_codex":[0.9787689,0.01701049,0.0009840733,0.0009307654,0.001455287,0.0008503812],"domain_scores_gemma":[0.972545,0.0161755,0.002506067,0.004017843,0.002812573,0.001943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000672157,0.0005073192,0.01354564,0.002370232,0.00006024984,0.0005007758,0.09705894,0.004569931,0.009826498,0.1872247,0.01556931,0.6680942],"study_design_scores_gemma":[0.0002419627,0.001152536,0.01252033,0.005465637,0.0001275311,0.002573204,0.04276276,0.01828215,0.0183866,0.216074,0.6821234,0.0002899191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08871462,0.001049178,0.8388661,0.00449104,0.000480924,0.002488346,0.0003103619,0.002549959,0.06104946],"genre_scores_gemma":[0.414589,0.0007354992,0.5729749,0.0006911294,0.00008164143,0.002191661,0.0002332245,0.0001614644,0.008341506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02304974,"threshold_uncertainty_score":0.1219001,"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."}}