{"id":"W2104471097","doi":"10.1186/1471-2288-6-2","title":"Protocol of the COSMIN study: COnsensus-based Standards for the selection of health Measurement INstruments","year":2006,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":398,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Vrije Universiteit Amsterdam","keywords":"Checklist; Protocol (science); Delphi method; Interpretability; Delphi; Health care; Medicine; Criterion validity; Consistency (knowledge bases); Computer science; Medical physics; Construct validity; Applied psychology; Management science; Psychology; Patient satisfaction; Alternative medicine; Nursing; Engineering; Artificial intelligence; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4327235,0.004130805,0.006288987,0.01437641,0.00779605,0.008704523,0.006888845,0.01012344,0.02967834],"category_scores_gemma":[0.3865358,0.00468533,0.006689242,0.01188553,0.008738736,0.007952035,0.01062518,0.01426892,0.01396585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01474009,"about_ca_system_score_gemma":0.08464621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002641135,"about_ca_topic_score_gemma":0.003498508,"domain_scores_codex":[0.5980771,0.2930806,0.07331012,0.008390034,0.02104849,0.00609371],"domain_scores_gemma":[0.5881042,0.1770567,0.0315349,0.05329937,0.1406348,0.009369942],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02335029,0.004611428,0.00778571,0.1275946,0.00121905,0.002202194,0.07477117,0.006771087,0.009082241,0.07461793,0.3087192,0.3592751],"study_design_scores_gemma":[0.02823203,0.005020195,0.02081209,0.08267244,0.0008990574,0.0009767119,0.02330438,0.008032857,0.008311572,0.05453847,0.7658719,0.001328343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001621836,0.0003908238,0.02071214,0.001714334,0.0006286999,0.971045,0.001678153,0.0001900606,0.002018946],"genre_scores_gemma":[0.001052223,0.0001448638,0.02171218,0.0002540388,0.00005222676,0.9760038,0.0004961446,0.00002209017,0.0002625419],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5672765,"threshold_uncertainty_score":0.699553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7892792696623773,"score_gpt":0.6850943130718052,"score_spread":0.104184956590572,"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."}}