{"id":"W4414889686","doi":"10.2147/amep.s522550","title":"Communication Skills After Graduation: Opinions of Polish Healthcare Professionals","year":2025,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Communication skills; Core competency; Health care; Health professionals; Core curriculum; MEDLINE; Patient care","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":[0.002308706,0.0002017347,0.0002842395,0.0007301418,0.001256465,0.001193311,0.0002237525,0.0008091604,0.002471002],"category_scores_gemma":[0.007353717,0.0002304149,0.0003048053,0.0004854081,0.000741259,0.0007273299,0.001549749,0.0008250249,0.0004234768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053598,"about_ca_system_score_gemma":0.00191411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00495943,"about_ca_topic_score_gemma":0.005661436,"domain_scores_codex":[0.9984113,0.0003826312,0.0001595304,0.0001298355,0.0003934741,0.0005232061],"domain_scores_gemma":[0.9962612,0.0007784804,0.001065329,0.00006086334,0.0006897507,0.001144417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002703479,0.000195019,0.8133537,0.0003435661,0.00004077438,0.001207831,0.1275286,0.00007588552,0.002069811,0.0001846166,0.002841989,0.05188792],"study_design_scores_gemma":[0.00001624034,0.0003843764,0.7726437,0.0002015184,0.00001553169,0.0008207401,0.2184097,0.00009725831,0.0002611106,0.00005970812,0.007066223,0.00002386468],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972453,0.0004759372,0.00003911101,0.000814892,0.00003292921,0.00001650835,0.00002677999,0.000002225277,0.001346309],"genre_scores_gemma":[0.9975847,0.0007908408,0.00006274274,0.0006112608,0.000021605,0.00002212859,0.00004393449,0.000002099118,0.0008606276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00495943,"threshold_uncertainty_score":0.01220977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321636899055758,"score_gpt":0.546341259796868,"score_spread":0.4831248908063104,"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."}}