{"id":"W4246690667","doi":"10.3109/13814780903571942","title":"News","year":2010,"lang":"en","type":"article","venue":"European Journal of General Practice","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary care; Variety (cybernetics); Family medicine; Respiratory Medicine; Test (biology); Medical education; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01082656,0.00006384105,0.00009697469,0.000114115,0.0002529806,0.0002002079,0.000694057,0.00002888805,0.0004518765],"category_scores_gemma":[0.01041694,0.00005560096,0.00007784441,0.0002313968,0.0001911118,0.0008888019,0.00007217023,0.001022077,0.0002644103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002967839,"about_ca_system_score_gemma":0.0002531302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002347419,"about_ca_topic_score_gemma":0.0001026475,"domain_scores_codex":[0.9964046,0.002194293,0.0003355673,0.00009014965,0.0007362473,0.0002390658],"domain_scores_gemma":[0.9980271,0.0004673922,0.000421864,0.0001818229,0.0006592408,0.0002425665],"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":[0.0002540479,0.000312688,0.0006579691,0.000005571235,0.00007937355,0.003504616,0.006589666,0.00002275093,0.10732,0.04447899,0.5334228,0.3033515],"study_design_scores_gemma":[0.0001539931,0.0001066223,0.0004683249,0.00000536963,0.00001240676,0.0002008663,0.001237428,0.000003785841,0.0005323822,0.0002784351,0.9969328,0.00006761026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08716301,0.00008030445,0.001546038,0.04278728,0.001408347,0.00008713857,5.622638e-7,0.00003808418,0.8668892],"genre_scores_gemma":[0.8864548,0.0004139654,0.09808821,0.001788459,0.005228481,4.456867e-7,2.251136e-7,0.00003401314,0.007991434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8588978,"threshold_uncertainty_score":0.9979187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072045710399026,"score_gpt":0.460578632560292,"score_spread":0.3533740615203893,"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."}}