{"id":"W4205885455","doi":"10.2196/preprints.28322","title":"A Digital Self-management Program (Help to Overcome Problems Effectively) for People Living With Cancer: Feasibility Randomized Controlled Trial (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Randomized controlled trial; Medicine; Context (archaeology); Anxiety; Sample size determination; Intervention (counseling); Mental health; Physical therapy; Nursing; Psychiatry; Surgery","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":[0.01138563,0.00124198,0.002359813,0.0009030841,0.001051127,0.001492862,0.001066679,0.003741218,0.01902865],"category_scores_gemma":[0.01440779,0.0009662009,0.002644608,0.0007803236,0.001278968,0.00197459,0.001218586,0.002027689,0.00190025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009947,"about_ca_system_score_gemma":0.005614132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374529,"about_ca_topic_score_gemma":0.002624111,"domain_scores_codex":[0.9939879,0.004248568,0.0006158883,0.000394189,0.000383593,0.0003697891],"domain_scores_gemma":[0.994163,0.002660948,0.00108432,0.0005051024,0.0005370674,0.001049642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9312757,0.02337008,0.0008694477,0.004333986,0.0009568706,0.00005829029,0.000181905,0.0002438231,0.001047849,0.0004914341,0.002955468,0.03421522],"study_design_scores_gemma":[0.9543018,0.04238078,0.001112887,0.000234109,0.0002714392,0.00001167311,0.0000360782,0.0001618473,0.0002007357,0.0001396563,0.001136046,0.00001282296],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.409875,0.003746048,0.004529182,0.002899166,0.00293565,0.5663363,0.004520166,0.0006160923,0.004542291],"genre_scores_gemma":[0.3181717,0.002445154,0.02553882,0.003110886,0.00129067,0.6410354,0.00177371,0.00005239492,0.006581288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01902865,"threshold_uncertainty_score":0.06365722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132677207422319,"score_gpt":0.2936831212376698,"score_spread":0.2804154004954378,"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."}}