{"id":"W4412164877","doi":"10.1371/journal.pone.0326860","title":"Feasibility and preliminary efficacy of heavy Lifting Strength Training versus Usual Care in Head and Neck Cancer Survivors (the LIFTING 2 Trial): A study protocol for a single-centre, phase II, randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Randomized controlled trial; Medicine; Head and neck cancer; Protocol (science); Physical therapy; Head and neck; Physical medicine and rehabilitation; Cancer; Surgery; Internal medicine; Alternative medicine","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":[0.02968134,0.006333517,0.009259432,0.002193994,0.002609003,0.003731075,0.003674228,0.00750376,0.02503756],"category_scores_gemma":[0.02382532,0.002707362,0.005613309,0.0021147,0.003620275,0.003709191,0.001976396,0.005810355,0.006255243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002954873,"about_ca_system_score_gemma":0.008618436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658077,"about_ca_topic_score_gemma":0.003119371,"domain_scores_codex":[0.9799705,0.01422575,0.00145152,0.00139616,0.00139617,0.001559982],"domain_scores_gemma":[0.9922507,0.002479505,0.001817246,0.0009621038,0.001166416,0.001324041],"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":[0.9664853,0.01030415,0.0004796177,0.0054346,0.001284952,0.00009013246,0.0001990095,0.0007811515,0.001016754,0.0006402577,0.002684339,0.01059968],"study_design_scores_gemma":[0.9823992,0.01440824,0.0003963753,0.0002611113,0.0003153697,0.00001174367,0.00002665881,0.0003662664,0.0001344534,0.0002569207,0.001403864,0.00001977221],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02259155,0.001135598,0.002191589,0.0004654566,0.0005029495,0.9701465,0.0014003,0.000199017,0.001367066],"genre_scores_gemma":[0.01343722,0.0003568203,0.003108901,0.0003246848,0.00009929703,0.9817278,0.0002639867,0.00001318589,0.0006680923],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02968134,"threshold_uncertainty_score":0.1569718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153478123468918,"score_gpt":0.3840107565176826,"score_spread":0.2686629441707908,"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."}}