{"id":"W4393036920","doi":"10.2139/ssrn.4762806","title":"OurTurn: One Year Later Report","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Medicine","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":[0.004266712,0.001450062,0.0009391884,0.003713022,0.00338806,0.008511432,0.002192515,0.011329,0.08615103],"category_scores_gemma":[0.01396086,0.0005267963,0.001788294,0.003168248,0.0009235973,0.003152536,0.00491038,0.01121467,0.07281005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026959,"about_ca_system_score_gemma":0.004929602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01778216,"about_ca_topic_score_gemma":0.03688742,"domain_scores_codex":[0.9966883,0.0002090624,0.0001737652,0.0003535966,0.001678807,0.000896537],"domain_scores_gemma":[0.9879349,0.001327751,0.0007825757,0.001080872,0.005221146,0.003652756],"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":[0.00008204884,0.00004450864,0.0006354828,0.00003582644,0.00001101836,0.0001513208,0.00003732811,0.00003272822,0.0001235178,0.0007354313,0.9927382,0.005372593],"study_design_scores_gemma":[0.00006250556,0.00009939945,0.01027056,0.0001542024,0.00003921534,0.00009384834,0.0002870453,0.0001196461,0.0006843401,0.001166366,0.9869735,0.00004922408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.008815377,0.00624044,0.002579621,0.3800812,0.4446619,0.0005879197,0.0447306,0.002552088,0.1097508],"genre_scores_gemma":[0.03488503,0.004391708,0.001205081,0.1443735,0.06773435,0.000635413,0.0226353,0.001450618,0.722689],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08615103,"threshold_uncertainty_score":0.2882039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411603293868239,"score_gpt":0.2101273924251475,"score_spread":0.1860113594864651,"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."}}