{"id":"W4281392429","doi":"10.1037/hea0001181","title":"Psychological outcomes in advanced cancer patients after receiving genomic tumor profiling results.","year":2022,"lang":"en","type":"article","venue":"Health Psychology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"National Health and Medical Research Council; Medical Research Council; Cancer Institute NSW","keywords":"Anxiety; Psychosocial; Psychological intervention; PsycINFO; Clinical psychology; Medicine; Distress; Cancer; Psycho-oncology; Psychiatry; MEDLINE; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007580229,0.0002349722,0.0003794779,0.0004589162,0.0006385744,0.0007210112,0.0002157027,0.0004850582,0.0009289905],"category_scores_gemma":[0.002263521,0.0001580279,0.0006520349,0.0006991436,0.0002283893,0.0005320533,0.0006438519,0.0009610499,0.0001416659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005123146,"about_ca_system_score_gemma":0.0003654107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005030246,"about_ca_topic_score_gemma":0.007897048,"domain_scores_codex":[0.999637,0.00009918434,0.0000294154,0.0000570536,0.000070379,0.0001068727],"domain_scores_gemma":[0.9984383,0.0001377925,0.000788834,0.00004537531,0.0001358159,0.0004538753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003618074,0.0001834819,0.9960909,0.00001602473,0.00004705931,0.00007323883,0.0002844293,0.00005023042,0.0001907784,0.000008401611,0.0001031164,0.00259059],"study_design_scores_gemma":[0.0000118493,0.0004467853,0.9989762,0.000004627273,0.00001921137,0.00008151935,0.0002415449,0.00006913675,0.00004382395,0.00001542834,0.00008496978,0.000004877531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994209,0.0001301533,0.00001835081,0.00005166219,0.000003551762,0.000015881,0.0001988298,0.000001587029,0.0001590957],"genre_scores_gemma":[0.9995153,0.00005417555,0.00003926278,0.00002626057,0.000004722075,0.00001502623,0.0002487225,4.862048e-7,0.00009605077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005030246,"threshold_uncertainty_score":0.01000196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129766582955466,"score_gpt":0.4151041891119351,"score_spread":0.3738065232823804,"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."}}