{"id":"W4295678372","doi":"10.2196/39725","title":"Role for a Web-Based Intervention to Alleviate Distress in People With Newly Diagnosed Testicular Cancer: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Movember Foundation","keywords":"Distress; Anxiety; Medicine; Depression (economics); Coping (psychology); Clinical psychology; Psychiatry; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01603545,0.001177785,0.001870186,0.00162251,0.002187293,0.002197481,0.001371702,0.001612412,0.007109873],"category_scores_gemma":[0.0192285,0.0008830185,0.003033191,0.001498268,0.0009231573,0.00192278,0.002064061,0.001266451,0.0006454841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003468412,"about_ca_system_score_gemma":0.006128977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004252646,"about_ca_topic_score_gemma":0.007263802,"domain_scores_codex":[0.9853317,0.01089737,0.00129856,0.0008777148,0.0008398016,0.0007549148],"domain_scores_gemma":[0.9891766,0.006708916,0.001302515,0.0008026592,0.001167278,0.0008420316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08610573,0.1899891,0.08881459,0.02436996,0.007621608,0.0007497348,0.06788176,0.001108518,0.002982366,0.002211302,0.004034979,0.5241303],"study_design_scores_gemma":[0.1509255,0.4857349,0.2165509,0.0106932,0.01131514,0.0006880097,0.08385411,0.007722348,0.004104583,0.003156805,0.02467888,0.0005755212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645011,0.001429997,0.00207938,0.0004774351,0.0001383445,0.02903659,0.0008226606,0.00005312245,0.001461355],"genre_scores_gemma":[0.8706329,0.001580288,0.01300173,0.001278946,0.0001561147,0.1113905,0.0004683778,0.00002671628,0.001464525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603545,"threshold_uncertainty_score":0.08480459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517145620224531,"score_gpt":0.3773119339703831,"score_spread":0.3621404777681378,"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."}}