{"id":"W2955042315","doi":"10.1155/2019/5302639","title":"Psychosocial Distress Scores and Needs among Newly Diagnosed Sarcoma Patients: A Provincial Experience","year":2019,"lang":"en","type":"article","venue":"Sarcoma","topic":"Cancer survivorship and care","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Ottawa Hospital","funders":"BC Cancer Agency","keywords":"Medicine; Psychosocial; Sarcoma; Distress; Anxiety; Feeling; Cancer; Checklist; Medical diagnosis; Internal medicine; Psychiatry; Radiology; Clinical psychology; Pathology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004311,0.0001040864,0.0002320976,0.0005451036,0.001268737,0.0006081739,0.0003049963,0.0001875328,0.001889054],"category_scores_gemma":[0.002934966,0.0001955943,0.000173883,0.001306283,0.0006916878,0.0003334272,0.001065822,0.0004922072,0.0001229398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003565926,"about_ca_system_score_gemma":0.003914926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2971994,"about_ca_topic_score_gemma":0.3931102,"domain_scores_codex":[0.9995252,0.000100883,0.00004110807,0.0000412762,0.0001499878,0.0001415799],"domain_scores_gemma":[0.9983705,0.0002353726,0.0005493499,0.0000327934,0.0002497722,0.0005621435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004173224,0.00005615189,0.976261,0.00006038915,0.00001139454,0.0006715584,0.01423722,0.00007457833,0.0003616828,0.00004920482,0.0006042352,0.007570734],"study_design_scores_gemma":[0.000005737257,0.0001299454,0.9697093,0.00005125802,0.000007232873,0.0009109305,0.02761148,0.0001840179,0.0000733832,0.00003002593,0.00127409,0.00001258335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989632,0.0001104475,0.0000157517,0.0001947237,0.000002719368,0.000009569767,0.0001318679,0.000001210375,0.0005704054],"genre_scores_gemma":[0.9995092,0.0002193141,0.00002584039,0.00003866821,0.000002270564,0.000004524884,0.00006503091,7.878232e-7,0.0001343112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2971994,"threshold_uncertainty_score":0.590939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007716577696406482,"score_gpt":0.2513264335737245,"score_spread":0.243609855877318,"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."}}