{"id":"W4389305773","doi":"10.1002/pon.6261","title":"Implementing a nurse‐led screening clinic for symptom distress with community‐based referral for cancer survivors: A feasibility study","year":2023,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Referral; Distress; Psychological intervention; Triage; Physical therapy; Family medicine; Nursing; Emergency medicine; Psychiatry; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003020984,0.000316386,0.0008807583,0.0001936083,0.0005731444,0.00003399128,0.0003044636,0.0001912485,0.0001670453],"category_scores_gemma":[0.0001596944,0.0002699766,0.0002664502,0.0006223698,0.0001361523,0.00006873047,0.00007029787,0.0005245437,0.000006903823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111697,"about_ca_system_score_gemma":0.0004137485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008772847,"about_ca_topic_score_gemma":0.2807208,"domain_scores_codex":[0.9969301,0.0005840951,0.000657338,0.0006048264,0.0002929694,0.0009306722],"domain_scores_gemma":[0.9964147,0.001790424,0.0003118789,0.0008383688,0.0004175547,0.0002270241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.01817859,0.00278209,0.9051918,0.001054221,0.0007340079,0.00001753021,0.02783733,0.00001867998,0.0003827641,0.00002536467,0.003398251,0.04037936],"study_design_scores_gemma":[0.0655902,0.02929055,0.3341323,0.0008367365,0.002028247,0.00001921467,0.3568966,0.002165796,0.0003427763,0.0002745335,0.2072836,0.001139369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856989,0.0000879373,0.00352988,0.002425131,0.001147815,0.005105734,0.0006542075,0.0002950962,0.001055267],"genre_scores_gemma":[0.9915987,0.00001104036,0.0008034718,0.0008667223,0.0004588932,0.004604703,0.000950837,0.00008631869,0.0006193398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5710595,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638041230051683,"score_gpt":0.4829773153248684,"score_spread":0.3191731923197001,"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."}}