{"id":"W2902230431","doi":"10.2196/11779","title":"A Smartphone App to Support Carers of People Living With Cancer: A Feasibility and Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Smartphone app; Psychological intervention; Smartphone application; Psychology; Internet privacy; Mobile apps; Nursing; Medicine; Applied psychology; World Wide Web; Human–computer interaction; Computer science; Multimedia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003050762,0.0001883728,0.0004976671,0.00007090934,0.00007220072,0.00001459589,0.00009117791,0.00005666905,0.001117124],"category_scores_gemma":[0.00004407022,0.0001486111,0.0000584268,0.000514075,0.0001776373,0.00006893875,0.000094073,0.0001324263,0.000004344201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913772,"about_ca_system_score_gemma":0.000525513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04438332,"about_ca_topic_score_gemma":0.4191073,"domain_scores_codex":[0.9984647,0.00005602921,0.0002579669,0.0005323719,0.000393413,0.0002955309],"domain_scores_gemma":[0.9986655,0.00005499431,0.00008586291,0.0005457219,0.0003878233,0.0002601034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000854283,0.0003004706,0.9500726,0.0002970996,0.00007820228,0.000002264904,0.03788077,0.000001356976,0.0005285292,0.000001239305,0.001065866,0.0089173],"study_design_scores_gemma":[0.00127332,0.002736469,0.9823002,0.0002252548,0.0001273146,0.000005702351,0.01027884,0.00000636153,0.0004667288,0.00000261215,0.002401359,0.0001758954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964,0.0003244219,0.00001865753,0.000340183,0.0003741003,0.001720442,0.00008163509,0.00005240868,0.0006881607],"genre_scores_gemma":[0.9978637,0.000037855,0.00004038591,0.000370882,0.0003488973,0.0008414303,0.000002241352,0.00002579462,0.0004688468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.374724,"threshold_uncertainty_score":0.999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592883608219063,"score_gpt":0.3384959606631024,"score_spread":0.3125671245809117,"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."}}