{"id":"W4403080959","doi":"10.1002/pon.9307","title":"Walking the Talk: “Reflexivity” to Advance Integration of Patient Reported Outcomes for Cancer Care Screening","year":2024,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; St Mary's Hospital Centre; McGill University Health Centre","funders":"","keywords":"Reflexivity; Intervention (counseling); Health care; Nursing; Quality (philosophy); Health professionals; Medicine; Psychology; Medical education; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.07064921,0.0008111371,0.001140846,0.001651642,0.002565645,0.006415281,0.00368525,0.01183626,0.002580991],"category_scores_gemma":[0.223054,0.0004340142,0.002169237,0.001030768,0.01786936,0.01212639,0.00535532,0.022971,0.0008740594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004687256,"about_ca_system_score_gemma":0.01194852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004300845,"about_ca_topic_score_gemma":0.006967592,"domain_scores_codex":[0.8922448,0.09090425,0.005770222,0.003789635,0.006124882,0.001166184],"domain_scores_gemma":[0.6782758,0.293011,0.007253929,0.005911547,0.01323112,0.002316725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004083188,0.0001159072,0.001389446,0.01478494,0.0003734946,0.0009908626,0.0810616,0.0009000469,0.00102294,0.3310823,0.3880319,0.1798383],"study_design_scores_gemma":[0.0001170321,0.0002804678,0.00166399,0.02478487,0.0002492897,0.0007685104,0.02309018,0.001273138,0.001210093,0.1638186,0.7825191,0.0002247547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001259493,0.03156314,0.01395301,0.9055614,0.04179118,0.0001017124,0.00005284631,0.00006744761,0.005649679],"genre_scores_gemma":[0.1301495,0.04124204,0.02294535,0.7269484,0.07154232,0.001139548,0.00009899562,0.0002097379,0.005724103],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07064921,"threshold_uncertainty_score":0.3736332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2570094683133959,"score_gpt":0.5530620997842559,"score_spread":0.29605263147086,"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."}}