{"id":"W4317600104","doi":"10.53379/cjcd.2023.348","title":"Career Counselling for Cancer Survivors Returning to Work","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Career Development","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Workforce; Coping (psychology); Career counseling; Psychology; Work (physics); Career Pathways; Meaning (existential); Psycho-oncology; Medical education; Nursing; Psychotherapist; Medicine; Applied psychology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002321701,0.0001627144,0.0002641925,0.0005931629,0.005129634,0.001213699,0.0005495779,0.001577064,0.008476165],"category_scores_gemma":[0.01074204,0.0001314147,0.0003782955,0.0005042225,0.0008499122,0.0007894999,0.002311207,0.002086602,0.00101428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394257,"about_ca_system_score_gemma":0.007263194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007092797,"about_ca_topic_score_gemma":0.02366876,"domain_scores_codex":[0.9989507,0.0006093879,0.00003669141,0.00002556583,0.0001618105,0.0002157978],"domain_scores_gemma":[0.9968107,0.001012773,0.0002283285,0.00006840761,0.0004390444,0.00144077],"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":[0.0001481062,0.001321884,0.03777737,0.001052147,0.00003821359,0.002637035,0.09786031,0.0004608141,0.0007693995,0.004861699,0.1559716,0.6971015],"study_design_scores_gemma":[0.0002075296,0.002131059,0.09365121,0.005394564,0.00007662507,0.00684805,0.4045627,0.001141041,0.0006471727,0.01855479,0.4666252,0.0001601423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6186206,0.0195657,0.005728951,0.223217,0.003062876,0.001050208,0.0002509333,0.0004834254,0.1280204],"genre_scores_gemma":[0.9287298,0.02369,0.009012866,0.01183872,0.0006232357,0.0006448518,0.0002819638,0.00005466983,0.02512396],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008476165,"threshold_uncertainty_score":0.0283556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07527890002530009,"score_gpt":0.2971160289737909,"score_spread":0.2218371289484908,"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."}}