{"id":"W4242515606","doi":"10.47326/ocsat.dashboard.2021.1.0","title":"Ontario Dashboard","year":2021,"lang":"en","type":"report","venue":"","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dashboard; Computer science; Database","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002796956,0.001138874,0.001549611,0.004108854,0.005312522,0.01000194,0.002373817,0.002697325,0.856349],"category_scores_gemma":[0.02227401,0.00114521,0.001090932,0.01048504,0.001267808,0.004292649,0.003127438,0.002489912,0.6994273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01288681,"about_ca_system_score_gemma":0.04089344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6341804,"about_ca_topic_score_gemma":0.728548,"domain_scores_codex":[0.9949893,0.0001789807,0.0002839872,0.0004099278,0.003640345,0.0004974488],"domain_scores_gemma":[0.9718755,0.001883247,0.0009335481,0.002557382,0.01914087,0.003609476],"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":[0.0000100353,0.000005604321,0.00006752193,0.00003175067,0.000001027733,0.000005294939,0.00001312708,0.000003675348,0.00001461055,0.0001797973,0.9952827,0.004384856],"study_design_scores_gemma":[0.00001307733,0.000003778496,0.0006566371,0.00003580479,0.00000208457,0.000005129105,0.00003975437,0.0000163397,0.00003007177,0.00006730592,0.9991218,0.000008152086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005158377,0.0004684365,0.0007849946,0.008559912,0.007734733,0.0005777094,0.1764025,0.009607568,0.7953482],"genre_scores_gemma":[0.001555545,0.0006225772,0.001004495,0.00153881,0.0005122763,0.0002488868,0.04493072,0.00223367,0.9473531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.856349,"threshold_uncertainty_score":0.7359479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2018659536882765,"score_gpt":0.5160881472717999,"score_spread":0.3142221935835233,"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."}}