{"id":"W4220800444","doi":"10.2196/36788","title":"Mobile-Based Self-management Application Requirements for Patients With Gastric Cancer: Quantitative Descriptive Study of Specialist and Patient Perspectives","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mazandaran University of Medical Sciences","keywords":"Descriptive statistics; Cancer; IBM; Medicine; Quality of life (healthcare); Quality (philosophy); Computer science; Internal medicine; Nursing; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006056996,0.0001596908,0.000265523,0.0001485161,0.0001686586,0.0000100282,0.00007077442,0.00001702604,0.00007369155],"category_scores_gemma":[0.000002659129,0.0001414549,0.00004504288,0.0004100105,0.00004822093,0.00005799684,0.0000593204,0.00008868464,2.044958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040144,"about_ca_system_score_gemma":0.0001250028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653575,"about_ca_topic_score_gemma":0.001454636,"domain_scores_codex":[0.9986222,0.00005244279,0.0002210957,0.0004172333,0.0005066997,0.0001803196],"domain_scores_gemma":[0.9991257,0.00002308823,0.0002317683,0.0002094052,0.0003451645,0.00006491032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.01488477,0.01103226,0.7115449,0.0007837026,0.001391339,0.000007536757,0.2016972,0.001054238,0.0001440895,0.0006380926,0.001568679,0.0552532],"study_design_scores_gemma":[0.02503315,0.03849755,0.4067577,0.0002280524,0.001158373,7.45379e-7,0.4888931,0.0005687971,0.0002158499,0.00003905077,0.03799853,0.0006090714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909439,0.001004164,0.0002415924,0.00005416615,0.0001653079,0.006989492,0.0003458042,0.00003251187,0.0002230759],"genre_scores_gemma":[0.9752959,0.00006672462,0.0003063304,0.00009640897,0.00003721306,0.02407241,0.00003952809,0.000028353,0.00005712294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3047871,"threshold_uncertainty_score":0.5768363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856756738896422,"score_gpt":0.3097734402762035,"score_spread":0.2912058728872393,"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."}}