{"id":"W7117307097","doi":"10.5281/zenodo.18050681","title":"How does the Calgary-Cambridge framework enhance communication skills among medical students during patient interviews?","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communication skills; Simulated patient; Skills management; MEDLINE; Communication skills training","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07234704,0.0007834507,0.0008742223,0.002502856,0.004767334,0.008677085,0.003280436,0.002684409,0.005030934],"category_scores_gemma":[0.1333532,0.0007867829,0.0007164351,0.001547439,0.008270518,0.0069026,0.01032326,0.00434491,0.001524751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00879413,"about_ca_system_score_gemma":0.02475387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009229981,"about_ca_topic_score_gemma":0.03242939,"domain_scores_codex":[0.9059445,0.0782577,0.002168762,0.001935896,0.008464067,0.003229012],"domain_scores_gemma":[0.8619766,0.1002078,0.008546178,0.004539432,0.01265851,0.01207145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006618781,0.001199538,0.02558473,0.002132288,0.0001066213,0.0009432266,0.4651309,0.0006341468,0.004543255,0.02561782,0.01995124,0.4534943],"study_design_scores_gemma":[0.0006037934,0.002055945,0.09006572,0.009893631,0.0002749356,0.003099093,0.7215523,0.004324908,0.005183202,0.04051432,0.1218821,0.0005499778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.573293,0.007686064,0.152671,0.1631648,0.002831045,0.004709532,0.0002151289,0.0007453593,0.09468409],"genre_scores_gemma":[0.8336743,0.003977295,0.1449285,0.008648591,0.0003080157,0.003587065,0.0001438373,0.000234307,0.004498244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07234704,"threshold_uncertainty_score":0.3826123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05810927955392222,"score_gpt":0.3617101364905391,"score_spread":0.3036008569366169,"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."}}