{"id":"W2921287929","doi":"10.1002/pon.5161","title":"Investigating the psychological impact of active surveillance or active treatment in newly diagnosed favorable‐risk prostate cancer patients: A 9‐month longitudinal study","year":2019,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Anxiety; Medicine; Prostate cancer; Depression (economics); Internal medicine; Cancer; Analysis of variance; Physical therapy; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347475,0.000362585,0.0009824228,0.0001417074,0.00007770274,0.00001397723,0.0002040369,0.0001915256,0.0005726267],"category_scores_gemma":[0.0003367785,0.0001961539,0.0002113659,0.0007156687,0.0001981236,0.0001053195,0.00005143417,0.0005284755,0.00001799052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788288,"about_ca_system_score_gemma":0.0006293653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03611935,"about_ca_topic_score_gemma":0.07437078,"domain_scores_codex":[0.9970567,0.0007799951,0.0006018363,0.000704875,0.0003279977,0.0005285733],"domain_scores_gemma":[0.9973578,0.001077352,0.0005881481,0.0005342444,0.000256883,0.0001856109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007839962,0.004075014,0.8485168,0.00002027955,0.0004054675,0.00003251187,0.04779695,0.00006457734,0.0001322111,0.000001504074,0.0001775602,0.09093717],"study_design_scores_gemma":[0.01500251,0.02554698,0.9391468,0.0000779952,0.0001057043,0.000008006009,0.01933564,0.00004153176,0.00007334033,0.00004206525,0.0004227091,0.0001967284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930771,0.000238745,0.000002072178,0.0004423639,0.0007522922,0.003791263,0.0002502535,0.00003350534,0.001412382],"genre_scores_gemma":[0.9978731,0.0006111325,0.00003552696,0.00017605,0.0001293064,0.000964249,0.00003497397,0.00003359766,0.000142008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09074045,"threshold_uncertainty_score":0.9702992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345433605635887,"score_gpt":0.3999905533234591,"score_spread":0.3565362172671003,"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."}}