{"id":"W4362508486","doi":"10.29309/tpmj/2023.30.04.7338","title":"Cancer and immigrants: Same care, different approach.","year":2023,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Psychosocial; Medicine; Immigration; Anxiety; Cancer; Social support; Depression (economics); Set (abstract data type); Population; Quality of life (healthcare); Gerontology; Psychiatry; Psychotherapist; Nursing; Environmental health; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007489545,0.0001230412,0.0001806504,0.00008020695,0.000549786,0.00001926873,0.0002652669,0.0001550967,0.002317104],"category_scores_gemma":[0.0001079598,0.00005940119,0.00005678044,0.0001688938,0.0001486513,0.00003680528,0.00007249734,0.001003492,0.0001169787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003115747,"about_ca_system_score_gemma":0.0002163673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000204804,"about_ca_topic_score_gemma":0.0001741127,"domain_scores_codex":[0.997995,0.0003441664,0.0003291945,0.0001720044,0.0007483306,0.0004112718],"domain_scores_gemma":[0.9988917,0.0003084032,0.0001050789,0.0001362533,0.0000620198,0.0004965969],"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":[0.0007615539,0.0004766918,0.08460481,0.0002395886,0.000308861,0.0001675435,0.1287897,0.000005129391,0.00004683978,0.01247827,0.2658701,0.5062509],"study_design_scores_gemma":[0.002046671,0.0000973286,0.9499466,0.0003126094,0.00004415346,0.0004933563,0.03115528,0.0003410896,0.000006539226,0.004528765,0.01086007,0.0001675729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670838,0.004536929,0.000120084,0.02359027,0.003398551,0.0002021848,0.00001653617,0.00004756353,0.001004135],"genre_scores_gemma":[0.9904184,0.001029219,0.00002475945,0.00331461,0.001473107,0.0001012783,0.0000159098,0.00001629687,0.003606415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8653418,"threshold_uncertainty_score":0.9985949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736236482036999,"score_gpt":0.3890250256172201,"score_spread":0.3516626607968501,"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."}}