{"id":"W4223484411","doi":"10.5114/kitp.2022.114563","title":"Professor Stanisław Mlekodaj (1927-2021)","year":2022,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Medicine","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":[0.002179158,0.0009586238,0.0009395938,0.002862073,0.001608462,0.003694071,0.001123866,0.002467157,0.4183389],"category_scores_gemma":[0.009923977,0.0004834713,0.0005592632,0.001529157,0.0007701805,0.002872412,0.002487429,0.003765528,0.3360143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084877,"about_ca_system_score_gemma":0.004337027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980521,"about_ca_topic_score_gemma":0.00486346,"domain_scores_codex":[0.9983943,0.0001947119,0.0001090465,0.0003269649,0.0007501057,0.0002249558],"domain_scores_gemma":[0.9939501,0.0004282862,0.0003132212,0.0001963729,0.002902311,0.002209678],"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":[0.00004205499,0.00001437281,0.0003701643,0.00011982,0.000003021354,0.0001142267,0.00005980761,0.00002623117,0.0001632308,0.001274028,0.9224344,0.0753786],"study_design_scores_gemma":[0.000006606322,0.00002203076,0.0005898866,0.0001206932,0.000002919181,0.0003883882,0.00007726634,0.00002256284,0.0001193896,0.0002888663,0.9983554,0.000006031714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004026763,0.1063936,0.005247676,0.2228678,0.201307,0.0005221114,0.00508148,0.00295467,0.4515989],"genre_scores_gemma":[0.008414023,0.02492107,0.001487099,0.01479206,0.01424046,0.000144993,0.001313118,0.0005687056,0.9341184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4183389,"threshold_uncertainty_score":0.829669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775925695894505,"score_gpt":0.3314021799250118,"score_spread":0.2936429229660668,"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."}}