{"id":"W2897893198","doi":"10.2196/10099","title":"Patient-Reported Outcome of Physical Therapy in Amyotrophic Lateral Sclerosis: Observational Online Study","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amyotrophic lateral sclerosis; Physical therapy; Observational study; Medicine; Rating scale; Physical medicine and rehabilitation; Internal medicine; Disease; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000192831,0.0001741848,0.0004282882,0.0003293829,0.00006406879,0.00001477017,0.00009369997,0.0001023127,0.00001967705],"category_scores_gemma":[0.0009380254,0.0001231739,0.00007596968,0.0006471215,0.0008307112,0.0001376827,0.0001137157,0.0002727393,0.00000365267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009986614,"about_ca_system_score_gemma":0.00004018245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007136185,"about_ca_topic_score_gemma":0.00002879558,"domain_scores_codex":[0.9983218,0.00009585798,0.0005395091,0.0003932616,0.000433392,0.0002161479],"domain_scores_gemma":[0.9987748,0.0002614855,0.0001726618,0.0003217899,0.0004315034,0.00003781723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004584803,0.00217337,0.9365584,0.00002715874,0.00004784165,0.000005641733,0.001073624,0.000001237901,0.02344274,0.0001566667,0.00005443185,0.03600047],"study_design_scores_gemma":[0.002122298,0.008285086,0.9849746,0.0001335245,0.000009081624,0.000001794491,0.003016442,0.0002951034,0.0004235834,0.000558605,0.00006668716,0.0001132009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923845,0.0000395586,0.000005069043,0.005797108,0.00002484409,0.001504609,0.00001455703,0.0002024752,0.00002727563],"genre_scores_gemma":[0.9981394,0.00001687135,0.001374682,0.00009781063,0.00002085988,0.0002964597,0.00001590691,0.0000149513,0.00002298887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04841625,"threshold_uncertainty_score":0.5022886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09838379062878394,"score_gpt":0.3757576867221924,"score_spread":0.2773738960934085,"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."}}