{"id":"W4226333627","doi":"10.5281/zenodo.5831223","title":"Urgent Public Health Need Sites Community of Practice - Policies, Procedures, and Protocol Manual","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Public health; Political science; Computer science; Medicine; Nursing; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08463489,0.001080175,0.001935684,0.007574897,0.0054482,0.006118941,0.004819961,0.005680211,0.1844283],"category_scores_gemma":[0.1621193,0.003010699,0.002027785,0.005850444,0.002378586,0.006419328,0.007124848,0.009683121,0.07721221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007865498,"about_ca_system_score_gemma":0.05857461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130724,"about_ca_topic_score_gemma":0.02328578,"domain_scores_codex":[0.9462414,0.02626151,0.01277308,0.001835041,0.009484376,0.003404491],"domain_scores_gemma":[0.8058292,0.06249902,0.009706398,0.02101678,0.08767252,0.01327612],"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":[0.0006678612,0.002011413,0.001513362,0.002123655,0.00002272362,0.0001778164,0.002418823,0.0002737245,0.0005594886,0.009834446,0.8355104,0.1448864],"study_design_scores_gemma":[0.001324197,0.0006052246,0.007196314,0.00393965,0.00002551293,0.0002029334,0.002940724,0.0003886165,0.0007045263,0.006091082,0.9764106,0.0001706146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.005612919,0.0007249411,0.03580428,0.02858046,0.005458074,0.7120042,0.06019011,0.004998627,0.1466264],"genre_scores_gemma":[0.008166408,0.001188855,0.1041543,0.01520392,0.0008170665,0.7772551,0.02230588,0.0009035752,0.07000479],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1844283,"threshold_uncertainty_score":0.6169742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1634888900172544,"score_gpt":0.4514672331511936,"score_spread":0.2879783431339392,"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."}}