{"id":"W4416745366","doi":"10.1093/ptj/pzaf142","title":"Physical Therapist Interventions for People With Amyotrophic Lateral Sclerosis Across Disease Stages: A Systematic Review of Efficacy","year":2025,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Amyotrophic lateral sclerosis; Physical therapist; Psychological intervention; Disease; MEDLINE; Intervention (counseling)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740237,0.0003167064,0.00154251,0.00007229452,0.0001484043,0.00004950403,0.000318385,0.00004020749,0.00003485267],"category_scores_gemma":[0.0001816316,0.0001898636,0.001021171,0.0006834918,0.0002388148,0.0001156702,0.00007400142,0.0002464745,0.0000153306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050944,"about_ca_system_score_gemma":0.0001220037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002997975,"about_ca_topic_score_gemma":0.000002600336,"domain_scores_codex":[0.9977741,0.0002138834,0.0005143104,0.0004541691,0.0005644745,0.0004790787],"domain_scores_gemma":[0.9980016,0.0004045612,0.000194886,0.0007918163,0.0003794765,0.000227608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004803961,0.009238898,0.002609332,0.9408008,0.002443814,0.000008906889,0.001882415,0.00002136116,0.0318338,0.002932475,0.0004613384,0.002962872],"study_design_scores_gemma":[0.01157539,0.003437839,0.2355453,0.7412024,0.001245432,0.000002275349,0.00007854185,0.001917337,0.002658601,0.001717396,0.00005396021,0.0005655129],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822999,0.008450138,0.000735539,0.00330613,0.00004014002,0.00492981,0.00011507,0.00008769114,0.0000355952],"genre_scores_gemma":[0.9919402,0.005029945,0.00009394837,0.0007644607,0.0001466415,0.001374597,0.00005801741,0.00005105872,0.0005411333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.232936,"threshold_uncertainty_score":0.7742413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05788031759673428,"score_gpt":0.3955961121789517,"score_spread":0.3377157945822175,"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."}}