{"id":"W2947994434","doi":"10.2196/13409","title":"A Mobile App for Thyroid Cancer Patients Aiming to Enhance Their Quality of Life: Protocol for a Quasiexperimental Interventional Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aristotle University of Thessaloniki","keywords":"Medicine; Thyroid cancer; Quality of life (healthcare); mHealth; Affect (linguistics); Thyroid; Thyroidectomy; Cancer; Gynecology; Medical physics; Physical therapy; Internal medicine; Nursing; Psychology; Psychological intervention","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":[0.01220694,0.002153923,0.003118472,0.001144244,0.003662315,0.001717033,0.001852131,0.0036223,0.04092579],"category_scores_gemma":[0.01282638,0.001567461,0.002492641,0.0007204864,0.001945044,0.001654014,0.00193752,0.00584598,0.005699443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346464,"about_ca_system_score_gemma":0.008132978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830864,"about_ca_topic_score_gemma":0.003214904,"domain_scores_codex":[0.9959521,0.00180903,0.0004783632,0.0004820539,0.0004652291,0.0008132852],"domain_scores_gemma":[0.9934377,0.002777844,0.0005656349,0.0007325034,0.001507951,0.0009783542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1570101,0.5243965,0.005047818,0.04102881,0.0007731611,0.001622264,0.01527412,0.003370561,0.009773424,0.005271271,0.03646721,0.1999648],"study_design_scores_gemma":[0.3757875,0.3863475,0.0417694,0.01006293,0.001582017,0.0003586572,0.01305564,0.003263527,0.006367996,0.007378822,0.1533369,0.0006889832],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04645349,0.0002257337,0.002411525,0.0003310543,0.0003081935,0.9472171,0.001160665,0.0001082556,0.001783855],"genre_scores_gemma":[0.007325803,0.0001007883,0.002908007,0.0001777924,0.00002530424,0.9887747,0.0001000833,0.000005152888,0.0005823933],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04092579,"threshold_uncertainty_score":0.1369103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3156401682046765,"score_gpt":0.6198052201539084,"score_spread":0.3041650519492319,"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."}}