{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005488102,0.0001874486,0.0005337716,0.0002202518,0.0001268869,0.000004646075,0.0001501448,0.00006855254,0.0006015292],"category_scores_gemma":[0.00006987759,0.0001736956,0.00009154509,0.0003665482,0.00004948752,0.0000347864,0.00009285179,0.0007488299,0.00002356856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005802285,"about_ca_system_score_gemma":0.0001380331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003580296,"about_ca_topic_score_gemma":0.00126282,"domain_scores_codex":[0.9973703,0.0003277293,0.0006987858,0.000710925,0.0002570099,0.0006352759],"domain_scores_gemma":[0.9990512,0.00006316433,0.000214469,0.0004380752,0.00004712995,0.0001859366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00437543,0.0008572127,0.9763475,0.00009630945,0.00001408098,0.00007429341,0.001414061,0.00001974809,0.00007913007,0.00001128713,0.002251594,0.01445933],"study_design_scores_gemma":[0.005036244,0.001684194,0.9590951,0.00004186383,0.000006461359,0.00002009625,0.0002221872,0.000006628366,0.000005551206,0.00004213416,0.03368368,0.000155867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773963,0.0008731397,0.000005159111,0.01607342,0.002944975,0.0008917466,0.0001641336,0.00007068698,0.001580423],"genre_scores_gemma":[0.9372379,0.0002315871,0.0002881237,0.06053239,0.00009489562,0.001196065,0.00006949234,0.00003380703,0.0003157289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04445897,"threshold_uncertainty_score":0.7083099,"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."}}