{"id":"W4403425842","doi":"10.1007/978-3-031-62877-1_4","title":"Methodology and Protocol Development","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Protocol (science); Computer science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003592815,0.001024283,0.0004944696,0.001732211,0.001277523,0.004047893,0.001835476,0.001095419,0.04493209],"category_scores_gemma":[0.007332962,0.0008023194,0.0005038456,0.001236871,0.001205362,0.003283832,0.00201596,0.002335059,0.0371234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009533178,"about_ca_system_score_gemma":0.003094844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018861,"about_ca_topic_score_gemma":0.0009610095,"domain_scores_codex":[0.996979,0.0008860301,0.0001634874,0.0003908549,0.0014149,0.0001656964],"domain_scores_gemma":[0.9973092,0.0006656679,0.00007847911,0.0007694544,0.00109315,0.00008400755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000393419,0.0001446968,0.0003208753,0.0005494298,0.00002035924,0.0001736324,0.0006302919,0.00176055,0.01060184,0.4760076,0.08779192,0.4219594],"study_design_scores_gemma":[0.0000114531,0.00007375191,0.0002360293,0.0002357845,0.00001688806,0.000381047,0.0002014826,0.005873061,0.0136679,0.0886218,0.8906521,0.00002874408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001435397,0.001098563,0.836437,0.001101006,0.001222981,0.001413333,0.000863899,0.002669246,0.1537585],"genre_scores_gemma":[0.02417442,0.003712215,0.6340144,0.001420192,0.0005820986,0.004908341,0.002560028,0.002274806,0.3263536],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04493209,"threshold_uncertainty_score":0.1503128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395593773440733,"score_gpt":0.2769150856692514,"score_spread":0.2229591479348441,"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."}}