{"id":"W3208032197","doi":"10.2196/25659","title":"Exploring Cancer Survivor Needs and Preferences for Communicating Personalized Cancer Statistics From Registry Data: Qualitative Multimethod Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Thematic analysis; Focus group; Cancer registry; Qualitative research; Population; Cancer; Think aloud protocol; Medicine; Breast cancer; Psychology; Computer science; Internal medicine; Usability","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":[0.03308449,0.0007998488,0.0009787225,0.002634396,0.007433929,0.003468498,0.001821417,0.001662162,0.002891263],"category_scores_gemma":[0.0363819,0.0008147718,0.0005303025,0.002302427,0.006934365,0.005068049,0.006572541,0.00201503,0.0003326813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006098036,"about_ca_system_score_gemma":0.005944588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005833044,"about_ca_topic_score_gemma":0.007680641,"domain_scores_codex":[0.9697326,0.02462952,0.001073367,0.001456105,0.001262385,0.001846062],"domain_scores_gemma":[0.9577283,0.03420009,0.00247097,0.001113526,0.002726013,0.001761017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002769582,0.00006845865,0.002711066,0.0001483871,0.000005366583,0.0002298535,0.9921702,0.00003439321,0.0006993321,0.0003396177,0.000154305,0.003411432],"study_design_scores_gemma":[0.000008428254,0.00007174278,0.001624624,0.00008735614,0.000005143737,0.0001335328,0.9948682,0.0001674897,0.0004250147,0.0003031719,0.002289471,0.00001583973],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925417,0.0001841384,0.004352455,0.0008608461,0.00001677059,0.0005618673,0.0001625198,0.00001865604,0.001301079],"genre_scores_gemma":[0.9906769,0.0004159649,0.005668712,0.0004402694,0.00001411447,0.001549632,0.0001298113,0.00002972322,0.001074958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03308449,"threshold_uncertainty_score":0.1749696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4558050007935009,"score_gpt":0.5019215247105061,"score_spread":0.04611652391700521,"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."}}