{"id":"W4382362969","doi":"10.21203/rs.3.rs-3080890/v1","title":"Symptom Reduction in Advanced Cancer from Multi-session Mindful Breathing: A Randomised Controlled Trial","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaysia Sarawak","keywords":"Medicine; Randomized controlled trial; Breathing; Mindfulness; Psychological intervention; Physical therapy; Palliative care; Mindfulness-based stress reduction; Intervention (counseling); Cancer; Internal medicine; Nursing; Anesthesia; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002539882,0.001023307,0.003363991,0.0006513598,0.0006960611,0.001033562,0.001250223,0.002767021,0.01070287],"category_scores_gemma":[0.005238817,0.0006010904,0.003102238,0.0006398826,0.001006828,0.001253702,0.0007154782,0.003015229,0.0006511128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117603,"about_ca_system_score_gemma":0.001971453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274417,"about_ca_topic_score_gemma":0.003577461,"domain_scores_codex":[0.9985159,0.0007639548,0.000199379,0.0002502278,0.0001346818,0.0001358993],"domain_scores_gemma":[0.9981357,0.0008657656,0.0003975346,0.0001078489,0.00009533489,0.0003977822],"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":[0.9565681,0.01013901,0.0003744897,0.005042009,0.002572301,0.00004319792,0.0001111288,0.0001856054,0.0007330313,0.0001543033,0.0009605523,0.02311626],"study_design_scores_gemma":[0.9716514,0.02549068,0.000927551,0.0002903173,0.0008504295,0.00001399624,0.00002914556,0.0001590302,0.00009979524,0.0001116463,0.0003648654,0.00001097792],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387647,0.02702321,0.001258846,0.002476477,0.003167486,0.02238031,0.001407,0.000222101,0.003299927],"genre_scores_gemma":[0.9416386,0.010881,0.004376224,0.002575396,0.001135086,0.03501962,0.0006713878,0.00002331563,0.003679417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070287,"threshold_uncertainty_score":0.03580469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023775120950323,"score_gpt":0.448229163204819,"score_spread":0.3458516511097867,"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."}}