{"id":"W6931635996","doi":"10.5683/sp3/xmnjaf","title":"Andy - Clinic Day IPE Scenario","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Population; Public health; Work (physics); Behaviour change; Action (physics)","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":[0.0007600019,0.001387275,0.0007009268,0.001079309,0.0006409572,0.001064365,0.001505452,0.001914453,0.05524352],"category_scores_gemma":[0.00343754,0.0003084163,0.001084475,0.001191142,0.0002011541,0.0008869476,0.001323664,0.00117043,0.04187215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108877,"about_ca_system_score_gemma":0.001004125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981389,"about_ca_topic_score_gemma":0.0645363,"domain_scores_codex":[0.9994611,0.0001444157,0.00005986169,0.0001700617,0.00007725401,0.00008744789],"domain_scores_gemma":[0.9989518,0.000327247,0.00009432033,0.0002151187,0.000195625,0.0002158476],"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":[0.0002370113,0.0000492031,0.001748187,0.0003634689,0.00003662847,0.00006658975,0.00002094273,0.0005619677,0.00007309758,0.0002487187,0.9934534,0.003140827],"study_design_scores_gemma":[0.0009921521,0.0001617418,0.02039884,0.0008238486,0.00008404461,0.0004559282,0.0004383609,0.005415141,0.0007935415,0.003153169,0.9672029,0.00008036123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001115671,0.0001223935,0.0001947829,0.0002576375,0.0001021329,0.00007503137,0.9950837,0.0005567545,0.002491925],"genre_scores_gemma":[0.004320468,0.0000847191,0.0006118646,0.0002171135,0.00002857382,0.0001765824,0.9926578,0.00004499333,0.001857765],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05524352,"threshold_uncertainty_score":0.184808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819610181599044,"score_gpt":0.4526389855792777,"score_spread":0.3944428837632872,"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."}}