{"id":"W4389477775","doi":"10.1002/cam4.6758","title":"First impressions: A prospective evaluation of patient–physician concordance and satisfaction following the initial medical oncology consultation","year":2023,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Concordance; Patient satisfaction; Family medicine; Malignancy; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002594919,0.0002453203,0.0004513588,0.00104346,0.0006111183,0.001087867,0.000382209,0.0006809332,0.002663388],"category_scores_gemma":[0.01580411,0.0003095303,0.0007785358,0.0008932682,0.0004345508,0.0007148032,0.0009199971,0.0009222892,0.0004465256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007288939,"about_ca_system_score_gemma":0.0004069805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431686,"about_ca_topic_score_gemma":0.003024914,"domain_scores_codex":[0.9970931,0.00123755,0.0003370784,0.0002294524,0.0008189681,0.0002838693],"domain_scores_gemma":[0.9813648,0.004926641,0.009537619,0.0005075533,0.001637755,0.002025707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910366,0.0001129488,0.9975091,0.00001458725,0.00004186455,0.00005534639,0.0005319098,0.00003408895,0.00009521764,0.000006175304,0.00008836091,0.001319341],"study_design_scores_gemma":[0.00001228603,0.0004514545,0.9981706,0.000004869928,0.00001306703,0.0001901537,0.0007189631,0.0002488198,0.00006487437,0.000005723431,0.0001118168,0.000007407419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991779,0.00007378049,0.00005728817,0.00004141245,0.000004970591,0.00002722721,0.0001527767,0.000003944764,0.0004605791],"genre_scores_gemma":[0.999535,0.00003331164,0.00008362209,0.00002669841,0.000007967204,0.00002201826,0.0001525986,0.000001514017,0.0001374335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003431686,"threshold_uncertainty_score":0.01372337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2312473465984433,"score_gpt":0.5268614494310886,"score_spread":0.2956141028326453,"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."}}