{"id":"W2066886659","doi":"10.2196/resprot.3796","title":"Development of MijnAVL, an Interactive Portal to Empower Breast and Lung Cancer Survivors: An Iterative, Multi-Stakeholder Approach","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KWF Kankerbestrijding","keywords":"Patient portal; Focus group; Breast cancer; Medicine; Lung cancer; Electronic medical record; Multimedia; Medical education; Psychology; Computer science; Family medicine; Cancer; Oncology; Health care","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":[0.01752585,0.0008444605,0.0003834946,0.001532052,0.001693642,0.003178943,0.001837947,0.0009924585,0.004486301],"category_scores_gemma":[0.01796613,0.0005782477,0.0007770513,0.0005475461,0.001251396,0.003146123,0.005704844,0.001316478,0.0008918717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739912,"about_ca_system_score_gemma":0.005347736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009530312,"about_ca_topic_score_gemma":0.002409299,"domain_scores_codex":[0.9912854,0.006755949,0.0003137235,0.0004197349,0.0008609614,0.0003641308],"domain_scores_gemma":[0.988809,0.006830467,0.0004868262,0.0007777996,0.001659216,0.001436596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009717591,0.002836362,0.02099754,0.004345546,0.0001660693,0.003627379,0.1697695,0.004119108,0.04218335,0.0173787,0.03832082,0.6952839],"study_design_scores_gemma":[0.0006761574,0.005797131,0.02323798,0.003890405,0.0004130919,0.003910969,0.09888396,0.02133252,0.03132406,0.01708941,0.7930298,0.0004145382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.4545473,0.001420286,0.4800035,0.006967172,0.0004289629,0.01468519,0.001035852,0.005057243,0.03585457],"genre_scores_gemma":[0.2897103,0.0005714212,0.692192,0.000941252,0.00005907287,0.006508628,0.001022352,0.0005647095,0.008430303],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01752585,"threshold_uncertainty_score":0.09268665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3746819930333145,"score_gpt":0.5519580949080092,"score_spread":0.1772761018746947,"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."}}