{"id":"W4310588841","doi":"10.1002/pon.6078","title":"Global psycho‐oncology in low middle‐income countries: Challenges and opportunities","year":2022,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Psychosocial; Psychological intervention; Low and middle income countries; Global health; Medicine; Psycho-oncology; Developing country; Nursing; Psychology; Economic growth; Psychiatry; Public health","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008751754,0.0002892932,0.0008405768,0.000260677,0.0001526212,0.00001066245,0.00025272,0.0003149176,0.001971724],"category_scores_gemma":[0.00003801306,0.0003014086,0.0001117442,0.0002674952,0.0003451528,0.00008283735,0.0001831257,0.0005538053,0.00002690989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553677,"about_ca_system_score_gemma":0.0008116619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000440521,"about_ca_topic_score_gemma":0.007921126,"domain_scores_codex":[0.9973329,0.0004656656,0.0005819725,0.0006323363,0.0003745841,0.0006125835],"domain_scores_gemma":[0.9986283,0.0002864421,0.0002091101,0.0004578405,0.0001065912,0.0003117616],"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":[0.02289677,0.006089035,0.1164795,0.003650564,0.001086842,0.006629917,0.2435405,0.00003925373,0.0001486593,0.05978361,0.04186163,0.4977937],"study_design_scores_gemma":[0.004801899,0.00394118,0.02242574,0.0001066431,0.00007494037,0.0009257111,0.06587783,0.00002354281,0.000004009289,0.001882026,0.89964,0.0002965084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6682171,0.0479475,0.00001539067,0.05452209,0.006787824,0.0007847921,0.0001789508,0.000149841,0.2213965],"genre_scores_gemma":[0.9592697,0.0310473,0.00008207353,0.0069335,0.0005675097,0.0005529172,0.00004698022,0.00004002596,0.00145998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8577784,"threshold_uncertainty_score":0.9999438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07720660957570732,"score_gpt":0.3507403299175291,"score_spread":0.2735337203418218,"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."}}