{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004534139,0.0001867821,0.0004131771,0.0001822719,0.0006277037,0.000009687694,0.0003845421,0.000242099,0.0001006491],"category_scores_gemma":[0.001011266,0.0001329876,0.0001278487,0.0004464091,0.00007233465,0.000135803,0.0001790385,0.0007056723,0.00001722048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008470506,"about_ca_system_score_gemma":0.0006937245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519164,"about_ca_topic_score_gemma":0.005543564,"domain_scores_codex":[0.9969079,0.0008019889,0.001168284,0.0004244744,0.0002445059,0.0004528323],"domain_scores_gemma":[0.9948795,0.002776411,0.0005782269,0.0009084406,0.0007356541,0.000121748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003709713,0.00007054911,0.02578535,0.0008688978,0.0001124113,0.000003717458,0.347906,0.0001504082,0.001731023,0.002677066,0.004915952,0.6154076],"study_design_scores_gemma":[0.0008649562,0.0007704852,0.01231738,0.001543027,0.00008344536,0.000003374104,0.2540074,0.0008290523,0.0005540845,0.00168408,0.7270826,0.0002600907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7602214,0.03230116,0.0292525,0.1291471,0.02235153,0.01556129,0.0004883762,0.0007583844,0.009918228],"genre_scores_gemma":[0.9737518,0.0001811943,0.01634699,0.003749812,0.0001999665,0.005354394,0.00006662545,0.00004774449,0.0003014276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7221667,"threshold_uncertainty_score":0.5423075,"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."}}