{"id":"W1976983792","doi":"10.1097/bpo.0b013e3182840de2","title":"Building Consensus","year":2013,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Delphi method; Perioperative; Guideline; MEDLINE; Family medicine; Expert opinion; Evidence-based medicine; Physical therapy; Scoliosis; Systematic review; Best practice; Surgery; Intensive care medicine; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003190538,0.00008424424,0.0001859279,0.000405791,0.0002259642,0.0001175443,0.0004572512,0.0001349342,0.0006164896],"category_scores_gemma":[0.003169075,0.0000738327,0.0001660116,0.0007371155,0.0001850609,0.0002281568,0.00006213552,0.000516911,0.0000780864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262396,"about_ca_system_score_gemma":0.0007629785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002752419,"about_ca_topic_score_gemma":0.0000253209,"domain_scores_codex":[0.9974908,0.000256328,0.0005334692,0.00009463847,0.001235342,0.0003893752],"domain_scores_gemma":[0.9974225,0.0006882792,0.0004470124,0.000125465,0.0009681502,0.0003486189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002672071,0.0002088285,0.3177661,0.0000467303,0.00005840295,0.0004267572,0.002110979,0.00003012744,0.0004131413,0.01774665,0.5715491,0.08961643],"study_design_scores_gemma":[0.002497816,0.001026146,0.05942864,0.00008233132,0.000394808,0.0003967048,0.0121075,0.0002388974,0.0002979501,0.08399988,0.8383679,0.001161413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646815,0.001141071,0.002637288,0.01127011,0.001384935,0.0003348,0.000002013019,0.0000767883,0.01847148],"genre_scores_gemma":[0.961728,0.001578566,0.03030552,0.0001432396,0.005552385,0.000004634652,9.808485e-8,0.0000170568,0.0006704336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668188,"threshold_uncertainty_score":0.6750129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07038855790999267,"score_gpt":0.408856390477155,"score_spread":0.3384678325671623,"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."}}