{"id":"W2418680861","doi":"10.1136/medhum-2015-010862","title":"‘It's not the form; it's the process’: a phenomenological study on the use of creative professional development workshops to improve teamwork and communication skills","year":2016,"lang":"en","type":"article","venue":"Medical Humanities","topic":"Empathy and Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Teamwork; Psychology; Medical education; Social skills; Interpersonal communication; The arts; Professional development; Pedagogy; Medicine; Social psychology; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.001449076,0.0001605229,0.0002426184,0.00004261224,0.0005480038,0.00002840573,0.0003612678,0.0001044769,0.0006131358],"category_scores_gemma":[0.005111209,0.0000503473,0.00003591964,0.0001205739,0.000993562,0.00008202258,0.0001990107,0.0004793826,0.00001757723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007179135,"about_ca_system_score_gemma":0.0003764062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735834,"about_ca_topic_score_gemma":0.00007795123,"domain_scores_codex":[0.9978696,0.0003207024,0.0004237997,0.0002079447,0.0009446779,0.000233261],"domain_scores_gemma":[0.9959105,0.003176205,0.0001378007,0.0004460933,0.0001923817,0.0001370677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005878357,0.003127484,0.001200142,0.00006199266,0.0001963406,0.000005408653,0.863171,2.462574e-7,0.00003293172,0.005835505,0.01764808,0.1081331],"study_design_scores_gemma":[0.002153685,0.00196419,0.1363487,0.002928876,0.0001574787,0.00001763785,0.7491179,0.00001671734,0.0006623077,0.001811909,0.104569,0.0002517018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679823,0.00005939438,0.00007336344,0.1290209,0.0001751413,0.001488459,0.000003699288,0.00002179114,0.001174973],"genre_scores_gemma":[0.9728354,0.00006771402,0.00007614645,0.0204207,0.000170021,0.0007709687,0.000005320598,0.00001133524,0.005642396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1351486,"threshold_uncertainty_score":0.6713406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08112644113392269,"score_gpt":0.3478747215554673,"score_spread":0.2667482804215446,"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."}}