{"id":"W4205179018","doi":"10.2196/33550","title":"Development and Evaluation of the Usefulness, Usability, and Feasibility of iNNOV Breast Cancer: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Erasmus+; European Commission; Karolinska Institutet; Linköpings Universitet; Centre International de Recherche sur le Cancer; World Health Organization","keywords":"Usability; Psychosocial; Psychological intervention; Breast cancer; Anxiety; Mental health; Psychology; Applied psychology; Descriptive statistics; Quality of life (healthcare); Medicine; Clinical psychology; Nursing; Computer science; Psychotherapist; Cancer; Psychiatry; Human–computer interaction","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":[0.09387077,0.0007986561,0.001041507,0.002539094,0.001488741,0.002597767,0.001514902,0.0008182622,0.001792867],"category_scores_gemma":[0.0673697,0.0007243634,0.00163262,0.001618027,0.001302401,0.001368109,0.002460762,0.0008016286,0.0003035056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023813,"about_ca_system_score_gemma":0.006264165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405607,"about_ca_topic_score_gemma":0.00275919,"domain_scores_codex":[0.9557517,0.03422027,0.003152069,0.001511887,0.004350455,0.001013566],"domain_scores_gemma":[0.917869,0.05232938,0.005591862,0.005285581,0.01719823,0.001726015],"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":[0.00352448,0.01611583,0.1748009,0.009997478,0.0008672798,0.0007535705,0.1441448,0.0008620585,0.008758347,0.00228952,0.002641358,0.6352443],"study_design_scores_gemma":[0.00604778,0.1151809,0.5144525,0.01034132,0.003989961,0.00188448,0.2299957,0.01032694,0.03174774,0.003339434,0.07200217,0.0006910798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422736,0.0006562354,0.01431457,0.0002895975,0.00005106253,0.03928447,0.0003823355,0.00008252001,0.002665492],"genre_scores_gemma":[0.7734788,0.001238252,0.1270888,0.0006865884,0.00008894334,0.09556102,0.0004208327,0.00006687328,0.001370008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09387077,"threshold_uncertainty_score":0.496442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109246586693359,"score_gpt":0.4384096282594968,"score_spread":0.3274849695901609,"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."}}