{"id":"W4386479994","doi":"10.1161/svin.123.000936","title":"Proceedings of the Seventh Annual CLOTS Meeting: CLOTS 7.0, Madrid, Spain","year":2023,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Library science; Geography; Computer science","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":[0.002870116,0.001339982,0.0009127033,0.001766353,0.001048737,0.003922803,0.0009550851,0.002504844,0.2217839],"category_scores_gemma":[0.002122116,0.0002190637,0.0008488294,0.0009558608,0.0004129504,0.0007731708,0.001776285,0.001827026,0.08423267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974742,"about_ca_system_score_gemma":0.003278248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715522,"about_ca_topic_score_gemma":0.007575065,"domain_scores_codex":[0.9992322,0.0001220193,0.00004127567,0.0000973505,0.0002733011,0.0002338868],"domain_scores_gemma":[0.9977336,0.0001912817,0.000133222,0.00004308955,0.0007217418,0.001177117],"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":[0.0005681478,0.0001175162,0.0007789737,0.0004412931,0.00003416056,0.0002369552,0.00007452087,0.000178344,0.00146912,0.0006629486,0.946645,0.04879296],"study_design_scores_gemma":[0.0002028882,0.0002017958,0.00925047,0.0005106463,0.00004006273,0.0001944807,0.000244613,0.0002985552,0.0005616423,0.0005922793,0.9878848,0.00001784336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02609501,0.07740839,0.00421954,0.06770898,0.1989689,0.001262785,0.01852733,0.002291442,0.6035176],"genre_scores_gemma":[0.03482246,0.0239368,0.003410684,0.003854136,0.04128565,0.0004464655,0.01034451,0.0009161554,0.8809831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2217839,"threshold_uncertainty_score":0.7419411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546781666043924,"score_gpt":0.2668405861557561,"score_spread":0.2513727694953169,"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."}}