{"id":"W2167751515","doi":"10.1002/mus.24659","title":"Quality of life in amyotrophic lateral sclerosis patients and caregivers: Impact of assistive communication from early stages","year":2015,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Calouste Gulbenkian Foundation","keywords":"Amyotrophic lateral sclerosis; Quality of life (healthcare); Medicine; Physical medicine and rehabilitation; Physical therapy; Rating scale; Psychology; Disease; Internal medicine; Developmental psychology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004317274,0.0001507367,0.0005497801,0.0001390755,0.00002769883,0.00001829932,0.0001748335,0.0001100258,0.00005933239],"category_scores_gemma":[0.0004224321,0.000121733,0.000115158,0.0002603629,0.0002102397,0.0002204786,0.000207273,0.0002468941,0.000004061334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733859,"about_ca_system_score_gemma":0.0001575261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08346168,"about_ca_topic_score_gemma":0.0003984973,"domain_scores_codex":[0.9980094,0.0004330387,0.000525429,0.0002472037,0.0005474272,0.0002374305],"domain_scores_gemma":[0.9983526,0.0001587301,0.0002664709,0.0004813381,0.0004653507,0.0002755138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007135438,0.0002816306,0.9820097,0.00003338265,0.00008275205,0.000001508091,0.002322127,0.0000167292,0.0122659,0.000007944169,0.0002206783,0.002044091],"study_design_scores_gemma":[0.004662158,0.0007699707,0.9937145,0.000212498,0.00001799639,7.790182e-8,0.0001830118,0.00009138127,0.0001750776,0.00006462124,0.000005658935,0.0001030971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986476,0.0003340481,0.000003502893,0.0003045856,0.00002193236,0.0003419912,0.0001999865,0.00001458197,0.0001317759],"genre_scores_gemma":[0.9994299,0.0001096387,0.0002531098,0.00003707347,0.00001620878,0.00001225818,0.0001041931,0.00001872488,0.00001886699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08306318,"threshold_uncertainty_score":0.9226416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0951376663855246,"score_gpt":0.3393240668057919,"score_spread":0.2441864004202673,"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."}}