{"id":"W4403208297","doi":"10.2196/57685","title":"Development and Evaluation of the Telehealth in Motor Neuron Disease System: The TIME Study Protocol","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Health care; Service (business); Medicine; Motor neuron; Protocol (science); Disease; Nursing; Psychology; Telemedicine; Business; Alternative medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0747878,0.001616948,0.001404092,0.002329233,0.004500321,0.003898369,0.003897218,0.002727723,0.04585026],"category_scores_gemma":[0.05950233,0.002096316,0.001751184,0.002246411,0.002760689,0.003261366,0.003895377,0.004881226,0.01237492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009513324,"about_ca_system_score_gemma":0.05121873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008453625,"about_ca_topic_score_gemma":0.01237155,"domain_scores_codex":[0.9631329,0.02634612,0.003860638,0.001722678,0.0030368,0.001900821],"domain_scores_gemma":[0.9509287,0.01417507,0.003238288,0.006463714,0.02088657,0.00430752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04613296,0.03479373,0.01950345,0.03292044,0.0003669327,0.002521546,0.04765458,0.006631124,0.01015063,0.05390238,0.1439417,0.6014806],"study_design_scores_gemma":[0.05281877,0.03891699,0.05182822,0.01819594,0.000520385,0.0007208058,0.02944041,0.004388766,0.01160723,0.01095842,0.7801471,0.0004569493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004315569,0.0001026893,0.005487937,0.0003277107,0.0001019884,0.9844384,0.001512012,0.00005030378,0.003663393],"genre_scores_gemma":[0.002340916,0.00007810422,0.00733038,0.0001364838,0.00001362746,0.9891518,0.000276848,0.000008612748,0.0006631758],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0747878,"threshold_uncertainty_score":0.3955204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2904366505443728,"score_gpt":0.569431523887459,"score_spread":0.2789948733430861,"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."}}