{"id":"W4375851204","doi":"10.1080/03069885.2023.2176822","title":"Career counselling for cancer survivors","year":2023,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Family Support in Illness","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Career counseling; Workforce; Vocational education; Psychology; Psychological intervention; Cognition; Career development; Work (physics); Clinical psychology; Psychotherapist; Gerontology; Applied psychology; Medicine; Social psychology; Pedagogy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001540403,0.000135752,0.0001886461,0.0004164129,0.002740475,0.0007197877,0.0003763854,0.001631564,0.01556495],"category_scores_gemma":[0.009353491,0.00009047559,0.0003006737,0.0003602339,0.0004194441,0.0005736166,0.00215562,0.001660654,0.001457281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007428277,"about_ca_system_score_gemma":0.003444955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892931,"about_ca_topic_score_gemma":0.005909851,"domain_scores_codex":[0.9991695,0.0005191946,0.00002667971,0.00002364627,0.0001232048,0.0001378188],"domain_scores_gemma":[0.9975532,0.0009338954,0.0001621798,0.00006213685,0.0002482427,0.001040254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002053618,0.0009868417,0.01249756,0.001036318,0.00003212212,0.001801778,0.037915,0.0004023432,0.001087671,0.00453118,0.1339075,0.8055964],"study_design_scores_gemma":[0.0002579877,0.001997376,0.0572181,0.005041435,0.00007454787,0.009375855,0.09230444,0.0009249428,0.0007608503,0.01895607,0.8130022,0.00008615017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5570395,0.03139143,0.006682261,0.2099942,0.004311353,0.001308661,0.000340937,0.0004955892,0.1884361],"genre_scores_gemma":[0.8948494,0.02697276,0.01140791,0.01743412,0.001169832,0.0009861725,0.0002854824,0.00005340892,0.04684096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01556495,"threshold_uncertainty_score":0.05206996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357203003286683,"score_gpt":0.3138425622437591,"score_spread":0.2702705322108923,"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."}}