{"id":"W7162638468","doi":"10.2196/90063","title":"RecoverEsupport: A Pilot Randomised Controlled Trial of a Digital Health Intervention for Recovery After Breast Cancer Surgery (Feasibility and Acceptability outcomes). (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Randomized controlled trial; Digital health; Intervention (counseling); Clinical trial; Breast surgery; mHealth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006260711,0.001949502,0.00213678,0.000679308,0.001231137,0.001424971,0.001531537,0.002790424,0.02469891],"category_scores_gemma":[0.01527067,0.0008686656,0.00193042,0.0005851795,0.002270461,0.002635836,0.001506117,0.003753525,0.00180675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251335,"about_ca_system_score_gemma":0.003099616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102226,"about_ca_topic_score_gemma":0.003978315,"domain_scores_codex":[0.9953535,0.003194885,0.0003456559,0.0004540778,0.0002805543,0.0003714917],"domain_scores_gemma":[0.9928755,0.004275976,0.001053254,0.0005484723,0.0003533229,0.0008934949],"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":[0.934031,0.03858242,0.0004965094,0.002222453,0.0007715998,0.0000545228,0.0003790484,0.0001787963,0.001033729,0.0002935066,0.001443337,0.02051308],"study_design_scores_gemma":[0.896836,0.1002786,0.001346228,0.0001213126,0.000290338,0.00001158216,0.000136015,0.0001130188,0.0002014247,0.0001776431,0.0004679648,0.00001986304],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244177,0.001553762,0.001669015,0.001674601,0.001444629,0.06293223,0.002296541,0.0003125979,0.003699003],"genre_scores_gemma":[0.8617042,0.001740947,0.007530442,0.001512707,0.0007423293,0.1209064,0.001133944,0.00006080234,0.004668157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02469891,"threshold_uncertainty_score":0.0826261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06407679395973365,"score_gpt":0.4341133935306096,"score_spread":0.3700365995708759,"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."}}