{"id":"W4246218122","doi":"10.2196/preprints.17824","title":"Help to Overcome Problems Effectively for Cancer Survivors: Development and Evaluation of a Digital Self-Management Program (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psychosocial; Psychological intervention; Worry; Gratitude; Distress; Anxiety; Mental health; Medicine; Depression (economics); Psychology; Gerontology; Clinical psychology; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003293607,0.000269381,0.0003515614,0.000364935,0.0005394894,0.0006200697,0.0006221344,0.0004916628,0.004155377],"category_scores_gemma":[0.00413926,0.0001676179,0.0007471119,0.0002427929,0.000320309,0.0005868478,0.00110621,0.0007939152,0.0003709483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005470617,"about_ca_system_score_gemma":0.002756297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320479,"about_ca_topic_score_gemma":0.002336344,"domain_scores_codex":[0.9990298,0.0005142939,0.0001036408,0.0000658889,0.0001635103,0.0001228886],"domain_scores_gemma":[0.9980674,0.0006974463,0.0001589092,0.0001143339,0.0002407427,0.0007211135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007411683,0.1794811,0.01727658,0.002833368,0.0002082224,0.0002034288,0.004196294,0.001200867,0.00446101,0.0004093524,0.005443588,0.7768745],"study_design_scores_gemma":[0.04140148,0.6192681,0.2664783,0.001794717,0.001178095,0.0004908809,0.009832563,0.005124388,0.01404058,0.0006914256,0.03955343,0.000146173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866149,0.0002228318,0.0007571093,0.0004206081,0.00008699706,0.009292532,0.0002872611,0.00008302933,0.00223468],"genre_scores_gemma":[0.9116995,0.001666175,0.04311377,0.001045679,0.0001465727,0.03465066,0.00144314,0.00004432661,0.006190126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004155377,"threshold_uncertainty_score":0.01741844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894750764824028,"score_gpt":0.3421077490292657,"score_spread":0.2931602413810254,"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."}}