{"id":"W2156543684","doi":"10.1002/pon.1984","title":"Behind closed doors II: systematic analysis of prostate cancer patients' primary treatment consultations with radiation oncologists and predictors of satisfaction with communication","year":2011,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Baker Hughes (Canada); University of Calgary; University of Manitoba; BC Cancer Agency; CancerCare Manitoba","funders":"","keywords":"Psychosocial; Medicine; Anxiety; Family medicine; Distress; Patient satisfaction; Prostate cancer; Radiation oncologist; Cancer; Clinical psychology; Internal medicine; Nursing; Psychiatry; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003527273,0.0002219748,0.0009409126,0.0005054838,0.0005359833,0.000003033677,0.0002011951,0.000232778,0.00007267153],"category_scores_gemma":[0.0001552021,0.000161862,0.00005822539,0.0007403069,0.0003848926,0.0002062198,0.00006802112,0.0002925623,0.000002221988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336467,"about_ca_system_score_gemma":0.0009634109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01146849,"about_ca_topic_score_gemma":0.02129336,"domain_scores_codex":[0.9956937,0.002057864,0.001368373,0.0003197783,0.0002823571,0.0002778893],"domain_scores_gemma":[0.9936299,0.00160301,0.00276086,0.0008571211,0.001014546,0.0001345232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009277555,0.0005922416,0.8085698,0.001850108,0.001092114,2.560574e-7,0.1846843,0.00005682654,0.00003836338,0.0001143104,0.00005045875,0.002023528],"study_design_scores_gemma":[0.004549426,0.004036472,0.9644328,0.001083463,0.002214976,7.864013e-7,0.02302949,0.0002108118,0.00004913111,0.00004457621,0.0001894431,0.0001585697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916624,0.001452571,0.00004918337,0.00049881,0.0002025099,0.004600994,0.0002754821,0.00005398695,0.001204077],"genre_scores_gemma":[0.9916313,0.00174249,0.003088678,0.0001646368,0.00001146897,0.002866826,0.0004146232,0.0000248017,0.00005515234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1616548,"threshold_uncertainty_score":0.9965655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349075901785893,"score_gpt":0.3977808576537172,"score_spread":0.3042900986358583,"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."}}