{"id":"W3014494721","doi":"10.2196/16935","title":"Application of Internet of Things in Cell-Based Therapy Delivery: Protocol for a Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford","keywords":"Computer science; Systematic review; Scopus; Digital library; Grey literature; Cochrane Library; MEDLINE; The Internet; Critical appraisal; Protocol (science); Flexibility (engineering); Checklist; Product (mathematics); World Wide Web; Medicine; Psychology; Alternative medicine","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":[0.006312891,0.0002863351,0.0030529,0.0005776552,0.00002004531,0.00001468515,0.0005245357,0.0006515648,0.00004299229],"category_scores_gemma":[0.0002779468,0.0001694451,0.000552625,0.0009580324,0.0003709791,0.00005285102,0.00008887048,0.0009595921,0.00001725633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001072,"about_ca_system_score_gemma":0.001765663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000286614,"about_ca_topic_score_gemma":7.77089e-7,"domain_scores_codex":[0.9949776,0.001006334,0.001912868,0.0004584382,0.001314753,0.0003300279],"domain_scores_gemma":[0.9958208,0.0008537644,0.001266171,0.0009372223,0.001011154,0.0001108454],"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":[0.0002278205,0.000695624,0.000001285393,0.8999907,0.00003508982,7.68386e-7,0.00003954931,4.163711e-8,0.00001786118,0.0001850462,0.0006822612,0.09812391],"study_design_scores_gemma":[0.001622053,0.001077035,4.277356e-7,0.587219,0.00002864912,0.000001335121,0.000002061,0.0002688025,0.00005827907,0.00005519706,0.4095879,0.00007925305],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[4.539967e-9,0.1488125,0.0004503891,0.0001718875,0.000001367868,0.8504301,0.00000968954,0.00001178137,0.0001122986],"genre_scores_gemma":[2.511043e-7,0.09175069,0.0003037121,0.00007250255,0.00002609018,0.9074429,0.00008242759,0.00005391507,0.00026749],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4089056,"threshold_uncertainty_score":0.6909769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4132197617444948,"score_gpt":0.6227162735195152,"score_spread":0.2094965117750204,"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."}}