{"id":"W4401333442","doi":"10.1097/or9.0000000000000135","title":"Identification of features of fear of progression in people with advanced cancer and systemic treatment: an international modified Delphi study","year":2024,"lang":"en","type":"article","venue":"Journal of Psychosocial Oncology Research and Practice","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Identification (biology); Systemic therapy; Delphi method; Cancer; Medicine; Psychology; Internal medicine; Computer science; Artificial intelligence","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":[0.008470262,0.00006535128,0.0002902354,0.0005194886,0.0001062369,0.00005468494,0.0002538957,0.0001205774,0.000009822952],"category_scores_gemma":[0.001536725,0.00004894486,0.00002714036,0.0006687067,0.0004789534,0.0008049415,0.00003599907,0.0004242318,1.392762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116068,"about_ca_system_score_gemma":0.001173232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384657,"about_ca_topic_score_gemma":0.004950257,"domain_scores_codex":[0.9964309,0.001692552,0.0005138852,0.0001675692,0.00101667,0.0001784489],"domain_scores_gemma":[0.9956787,0.002218786,0.0005274919,0.00009218424,0.001389534,0.00009335154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02974514,0.00814452,0.09926592,0.0005276601,0.0009670968,0.0003050035,0.2575837,0.00005615813,0.06153912,0.01112135,0.000672501,0.5300719],"study_design_scores_gemma":[0.01097041,0.05919457,0.3045006,0.003124131,0.0003731465,0.0005070025,0.5988775,0.0003762198,0.004540646,0.006015501,0.01109488,0.0004253195],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887795,0.00254272,0.00003020285,0.005916132,0.0001840495,0.0007237495,0.0000111335,0.000004875536,0.001807669],"genre_scores_gemma":[0.990113,0.009111802,0.0004752706,0.000003034002,0.0001302806,0.00004754305,6.444954e-7,0.000007551656,0.0001108576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5296465,"threshold_uncertainty_score":0.3604904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560895645994274,"score_gpt":0.6070071874682375,"score_spread":0.4509176228688101,"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."}}