{"id":"W4398498727","doi":"10.7910/dvn/bafcuy/vcqait","title":"PrEP_Risk_Score_Data_anon.tab","year":2020,"lang":"ru","type":"dataset","venue":"Harvard Dataverse","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics; Statistics","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":[0.002171343,0.00139151,0.001201855,0.00314016,0.000519312,0.002245264,0.002048816,0.002099122,0.1219596],"category_scores_gemma":[0.02002955,0.0007530262,0.00134325,0.004919687,0.0003426892,0.001087224,0.001662874,0.001799188,0.07094906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906567,"about_ca_system_score_gemma":0.003385625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890801,"about_ca_topic_score_gemma":0.02838985,"domain_scores_codex":[0.9984107,0.0003803393,0.0002601651,0.000456789,0.0002856998,0.0002063401],"domain_scores_gemma":[0.990441,0.004881438,0.001208164,0.001504066,0.00134815,0.0006171802],"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":[0.0001236978,0.00002651591,0.001864716,0.0008053912,0.00006269923,0.00002055769,0.00002049145,0.0003532536,0.00005679869,0.0007106396,0.9928605,0.003094732],"study_design_scores_gemma":[0.001072442,0.00006666058,0.01526413,0.001267683,0.0001835621,0.0001529442,0.00009898601,0.001253116,0.0006347928,0.004123662,0.975814,0.000068045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001273104,0.00004004148,0.00005584001,0.00009478111,0.00001162167,0.000009921202,0.9989415,0.0001632181,0.0005558196],"genre_scores_gemma":[0.00136726,0.00008151588,0.0004009439,0.0001875478,0.00001787938,0.000137579,0.9969236,0.0001097814,0.0007738146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1219596,"threshold_uncertainty_score":0.4079954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465064086952327,"score_gpt":0.4174054199284942,"score_spread":0.2708990112332615,"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."}}