{"id":"W3192973299","doi":"10.2196/28322","title":"A Digital Self-management Program (Help to Overcome Problems Effectively) for People Living With Cancer: Feasibility Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Coventry University","keywords":"Randomized controlled trial; Context (archaeology); Medicine; Anxiety; Intervention (counseling); Sample size determination; Physical therapy; Self-management; Mental health; Nursing; Psychiatry; Computer science; 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":[0.01635075,0.001770642,0.004395131,0.001869534,0.001612268,0.00170789,0.001723944,0.004479568,0.01190519],"category_scores_gemma":[0.01480173,0.001458553,0.003061715,0.001516531,0.00261428,0.002442923,0.001705525,0.002672184,0.001295308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134537,"about_ca_system_score_gemma":0.007011839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530327,"about_ca_topic_score_gemma":0.00264781,"domain_scores_codex":[0.9905929,0.006382611,0.0008721561,0.0006816579,0.0008003514,0.0006702401],"domain_scores_gemma":[0.9928127,0.003329561,0.001240608,0.0006205759,0.0006677564,0.001328841],"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":[0.9385068,0.02842109,0.001029881,0.004018459,0.0009285941,0.00007732766,0.000223866,0.0002556625,0.0007844647,0.0003235881,0.0007357342,0.02469449],"study_design_scores_gemma":[0.9578363,0.04030559,0.0006850404,0.0001654243,0.000245584,0.00001301613,0.00003146936,0.000114589,0.00009326359,0.0001086381,0.0003924576,0.000008608014],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4705415,0.004905451,0.005090841,0.00196337,0.001723763,0.5102054,0.001930808,0.0003980352,0.003240753],"genre_scores_gemma":[0.4301042,0.002866815,0.01948685,0.002004569,0.000958476,0.5411341,0.0007842559,0.00003385658,0.002626949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01635075,"threshold_uncertainty_score":0.08647203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499849224792703,"score_gpt":0.4018359825167421,"score_spread":0.3668374902688151,"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."}}