{"id":"W4367856478","doi":"10.5737/23688076332215","title":"Psychosocial and supportive care needs of individuals with advanced myeloma","year":2023,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"University Health Network","keywords":"Psychosocial; Social support; Coping (psychology); Qualitative research; Medicine; Psychological intervention; Population; Multiple myeloma; Psychology; Clinical psychology; Nursing; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001533962,0.0001102872,0.0003046229,0.0007723618,0.0002297617,0.00001594997,0.00006292546,0.0001225595,0.00009353409],"category_scores_gemma":[0.00008681422,0.00008958232,0.00004443456,0.0004553509,0.0003107257,0.00006583461,0.000005891818,0.0003240689,0.00001124434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236242,"about_ca_system_score_gemma":0.003961285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005002907,"about_ca_topic_score_gemma":0.003935917,"domain_scores_codex":[0.9989156,0.00007058148,0.0001904395,0.000109662,0.0002053752,0.0005083066],"domain_scores_gemma":[0.9985175,0.00006345542,0.0001062517,0.00009301408,0.0002190223,0.001000715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005667049,0.0000702992,0.2816496,0.00003774938,0.0003139904,0.001963308,0.01711718,0.000002697518,0.0003265367,0.00008302429,0.009053306,0.6888157],"study_design_scores_gemma":[0.007845816,0.004268391,0.9397955,0.000856364,0.0001765922,0.002338842,0.03189575,0.00001701699,0.0003803313,0.0002172666,0.012067,0.0001411218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848288,0.0008209644,0.00001167102,0.006196664,0.0002081449,0.0002753237,0.00005793525,0.00001624633,0.007584301],"genre_scores_gemma":[0.9984049,0.0001784769,0.0008073952,0.000158422,0.0001455989,0.000008215481,0.00004450281,0.00001959362,0.0002329175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6886745,"threshold_uncertainty_score":0.702715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236465711018546,"score_gpt":0.3557702992137368,"score_spread":0.3334056421035513,"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."}}