{"id":"W4205873703","doi":"10.1200/go.21.00240","title":"Competencies for Nurses Regarding Psychosocial Care of Patients With Cancer in Africa: An Imperative for Action","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Curriculum; Distress; Cancer; Action (physics); Quality (philosophy); Psycho-oncology; Oncology nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00006914225,0.00008494821,0.0003052269,0.00004086363,0.0001026996,0.000003050726,0.00005876889,0.00005969474,0.00004712797],"category_scores_gemma":[0.00002295457,0.00007459893,0.00006466814,0.0001921925,0.00005103133,0.00004972144,0.00001838354,0.00008088632,8.114285e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517439,"about_ca_system_score_gemma":0.0004196901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009609322,"about_ca_topic_score_gemma":0.03191466,"domain_scores_codex":[0.9992545,0.00005762455,0.0001549509,0.000197175,0.0001473286,0.0001884805],"domain_scores_gemma":[0.9994141,0.00005174506,0.0001095063,0.00008538858,0.0002965569,0.00004269694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03223355,0.001243297,0.7620225,0.0004300483,0.0002677624,0.00000806438,0.06149459,0.0003945295,0.0005371333,0.00345764,0.008380238,0.1295307],"study_design_scores_gemma":[0.01962006,0.02281095,0.3349454,0.0000717525,0.0003521146,0.000005713181,0.1820129,0.0001058429,0.0002862237,0.0003820052,0.4390753,0.0003317163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930057,0.000277907,0.0000573189,0.0003964154,0.001997057,0.001122711,0.001520878,0.00001602612,0.001605972],"genre_scores_gemma":[0.9983001,0.0000070878,0.0002119928,0.0001753504,0.0001559952,0.0009244945,0.0001501055,0.000009078583,0.00006579005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306951,"threshold_uncertainty_score":0.9857504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204094635115248,"score_gpt":0.3695580468632953,"score_spread":0.3375171005121428,"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."}}