{"id":"W4388333334","doi":"10.3390/curroncol30110707","title":"Predictive Factors Associated with Declining Psycho-Oncological Support in Patients with Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Distress; Intensive care medicine; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009831523,0.0002080808,0.0002442249,0.0005796156,0.0003363813,0.0006044285,0.0003254501,0.0004646263,0.002161046],"category_scores_gemma":[0.01078765,0.00009991202,0.0003438563,0.0007324842,0.0002749903,0.0003383907,0.0004227462,0.001051785,0.0001698272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181545,"about_ca_system_score_gemma":0.0006215693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607749,"about_ca_topic_score_gemma":0.003752735,"domain_scores_codex":[0.999537,0.0001630688,0.00008302872,0.00006061711,0.00008591387,0.00007039101],"domain_scores_gemma":[0.9939222,0.003212619,0.001652798,0.0002120078,0.0004196221,0.0005807612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003007838,0.00001925154,0.9985496,0.000004445654,0.000007750697,0.00001201703,0.00002360859,0.00008373483,0.00002004122,0.000006722706,0.00004818751,0.001194528],"study_design_scores_gemma":[0.000003154397,0.0000780821,0.9978943,0.00001043746,0.00002018942,0.0001202391,0.0001830247,0.001439425,0.00004459081,0.00005699369,0.0001464862,0.00000305341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988886,0.0002004163,0.0001680232,0.0001808089,0.000009910956,0.00001054329,0.0001500098,0.000004002479,0.0003877662],"genre_scores_gemma":[0.9995722,0.00004265609,0.0001504718,0.00001675477,0.00000698326,0.000005587417,0.0001560325,8.080111e-7,0.00004846465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607749,"threshold_uncertainty_score":0.007229447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527820789764393,"score_gpt":0.4255593759158737,"score_spread":0.2727772969394344,"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."}}