{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01771802,0.00107607,0.0008409102,0.001015185,0.001610444,0.001260768,0.001760209,0.001532143,0.002479397],"category_scores_gemma":[0.02017401,0.0009835458,0.001228571,0.0008467859,0.00136399,0.001665866,0.001540119,0.001485651,0.0004486013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560224,"about_ca_system_score_gemma":0.01190653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399876,"about_ca_topic_score_gemma":0.01839039,"domain_scores_codex":[0.9834735,0.01208707,0.001043407,0.0006496882,0.001428275,0.001318049],"domain_scores_gemma":[0.9885058,0.005139022,0.001805017,0.0009759877,0.001542203,0.002031886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03474991,0.6015226,0.1658655,0.002558223,0.0005241244,0.0009428604,0.01076793,0.001850576,0.004459487,0.000253977,0.001046881,0.175458],"study_design_scores_gemma":[0.05581079,0.6978083,0.2300855,0.0004382147,0.0003602632,0.0003550467,0.008640064,0.003042482,0.001269277,0.0001739529,0.001858764,0.0001573663],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835494,0.00005232485,0.0005836663,0.000124657,0.00002173873,0.01497646,0.00009504354,0.00002122272,0.0005755259],"genre_scores_gemma":[0.9631541,0.0002506651,0.007124342,0.0003729044,0.00006398335,0.02847458,0.0002312448,0.000009699635,0.0003185292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01771802,"threshold_uncertainty_score":0.09370297,"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."}}