{"id":"W1987743201","doi":"10.3946/kjme.2010.22.3.169","title":"Comparison of Patient-Physician Interaction (PPI) Evaluation between Different Grade Medical Students","year":2010,"lang":"en","type":"article","venue":"Korean journal of medical education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Medical education; Active listening; Clinical clerkship; Family medicine; Psychology; Curriculum; Pathology; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002882247,0.0001882311,0.0005986748,0.0003380262,0.0003203454,0.00001648078,0.001345478,0.0004947983,0.001537252],"category_scores_gemma":[0.008592315,0.0001504395,0.000141837,0.000274119,0.0001651442,0.0002804992,0.0002424408,0.003342168,0.00003126918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758908,"about_ca_system_score_gemma":0.004290164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617668,"about_ca_topic_score_gemma":0.0002756899,"domain_scores_codex":[0.9884197,0.002230008,0.002571258,0.0001991052,0.00626333,0.0003166701],"domain_scores_gemma":[0.9926118,0.001390187,0.002853026,0.0005556846,0.001731841,0.0008575128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006998442,0.001898505,0.7303811,0.0001938023,0.00007952555,5.285933e-7,0.01819716,0.000002009712,0.0001322507,0.0004551657,0.01038256,0.2382075],"study_design_scores_gemma":[0.004490319,0.001307049,0.8782917,0.006220773,0.0004467845,0.00002342641,0.08331843,0.003490975,0.001419216,0.004877396,0.0156633,0.0004506305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689361,0.0004421706,0.0001078079,0.02200364,0.007405097,0.0007130343,0.000005081094,0.00001820932,0.0003687991],"genre_scores_gemma":[0.9967203,0.00007464003,0.000308985,0.001152858,0.001516556,0.00007163628,0.0001188376,0.00002469917,0.00001147984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377568,"threshold_uncertainty_score":0.9997587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2188696842741925,"score_gpt":0.5632407784384191,"score_spread":0.3443710941642267,"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."}}