{"id":"W2995726863","doi":"10.2196/16926","title":"Cancer Patients’ and Survivors’ Perceptions of the Calm App: Cross-Sectional Descriptive Study","year":2019,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meditation; Cancer; Coping (psychology); Survivorship curve; Cross-sectional study; Gerontology; Clinical psychology; Internal medicine","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":[0.0000942772,0.0001407552,0.0002362674,0.00005082074,0.0000997755,0.00002074957,0.00009675696,0.00007771271,0.001789386],"category_scores_gemma":[0.00001046245,0.00009718608,0.000106818,0.0002445093,0.0001346184,0.00008291033,0.00007966164,0.000213439,0.000011846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841436,"about_ca_system_score_gemma":0.000200062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02110636,"about_ca_topic_score_gemma":0.03650998,"domain_scores_codex":[0.9988317,0.00005245219,0.0002212728,0.0003017389,0.0004085028,0.0001842629],"domain_scores_gemma":[0.9992052,0.00002897069,0.00009637954,0.0002600711,0.0003314161,0.00007790825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001856104,0.0002423818,0.9907669,0.00007171247,0.00008284303,3.552833e-7,0.006903257,0.00001415099,0.0004945887,0.00001783647,0.0003978594,0.0008224623],"study_design_scores_gemma":[0.00146763,0.0002307384,0.992037,0.00005697085,0.00005103856,0.000001230478,0.002837489,0.00001540447,0.0001089045,0.00000856752,0.003074199,0.0001108179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951217,0.0003546014,0.000002232209,0.0001140099,0.001686283,0.001256081,0.0001908344,0.00002472181,0.001249601],"genre_scores_gemma":[0.9929063,0.00005686298,0.000002225828,0.0002644926,0.0001980894,0.0004907923,0.000007681101,0.00002218164,0.006051421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540362,"threshold_uncertainty_score":0.9991231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999842161605012,"score_gpt":0.3227358740561067,"score_spread":0.3027374524400565,"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."}}