{"id":"W4386202759","doi":"10.2196/47624","title":"Patient-Caregiver Portal System in Palliative Oncology: Assessment of Usability and Perceived Benefit","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Usability; Medicine; Oncology; Pediatric oncology; Palliative care; Internal medicine; Psychology; Medical physics; Nursing; Computer science; Cancer; 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":[0.009970754,0.0003682712,0.000474962,0.0006439697,0.0004817007,0.0008205613,0.0003174649,0.0004066417,0.001659663],"category_scores_gemma":[0.02108523,0.0002095703,0.0006804522,0.0003847171,0.0004379761,0.000921734,0.001049165,0.0004676714,0.0001931366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00070916,"about_ca_system_score_gemma":0.0008165284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007774123,"about_ca_topic_score_gemma":0.001158885,"domain_scores_codex":[0.9944686,0.003807475,0.0005092207,0.0001676273,0.0007528482,0.0002943917],"domain_scores_gemma":[0.9879954,0.006803,0.002065428,0.0004009112,0.001605826,0.001129359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005924389,0.008062134,0.7835311,0.001448506,0.0003608944,0.0003446013,0.01856904,0.0005453019,0.002921287,0.0001701712,0.002071691,0.1760509],"study_design_scores_gemma":[0.0008864161,0.03441719,0.9342929,0.0004300817,0.00043038,0.0008830471,0.01538187,0.004291662,0.004371016,0.0001980941,0.00429462,0.000122739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986965,0.0001268219,0.0003881411,0.00005229105,0.000006667484,0.0002692705,0.00004216657,0.00002028433,0.0003978877],"genre_scores_gemma":[0.9977937,0.0001210512,0.00153435,0.00003820254,0.000006069636,0.0003359872,0.00004890011,0.000003304013,0.000118492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009970754,"threshold_uncertainty_score":0.05273104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697690629808006,"score_gpt":0.3556582173018693,"score_spread":0.3186813110037893,"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."}}