{"id":"W2331334470","doi":"10.5114/kitp.2012.30857","title":"JAKOŚĆ W MEDYCYNIE Potęga checklisty","year":2012,"lang":"pl","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Cardiothoracic surgery; Medicine; Philosophy; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0208311,0.001002934,0.001786003,0.009238218,0.00240737,0.004037834,0.002411826,0.001237651,0.06264779],"category_scores_gemma":[0.1598643,0.0006812441,0.001962241,0.005316417,0.001300893,0.004315864,0.004480887,0.004059748,0.01935932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004104338,"about_ca_system_score_gemma":0.0166565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005462375,"about_ca_topic_score_gemma":0.009557399,"domain_scores_codex":[0.9684988,0.01235018,0.009578481,0.001314025,0.007269545,0.0009888347],"domain_scores_gemma":[0.8728888,0.03574728,0.01483049,0.005987396,0.06212953,0.008416492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005289683,0.0002351672,0.009101239,0.007880128,0.0002125011,0.0002690816,0.003191542,0.0002678624,0.0005581912,0.003239358,0.7912488,0.1832671],"study_design_scores_gemma":[0.0005138262,0.0003462516,0.03782956,0.01437757,0.0002452433,0.0009066398,0.006043084,0.0006954449,0.0009107045,0.009931463,0.9278483,0.0003519107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.06420087,0.05344933,0.09870922,0.1620741,0.04298996,0.08838338,0.3105936,0.01106658,0.1685331],"genre_scores_gemma":[0.1931896,0.05831614,0.2405373,0.03531497,0.007407167,0.2128831,0.16205,0.00291786,0.08738396],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06264779,"threshold_uncertainty_score":0.2095777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05345250850061443,"score_gpt":0.3363702219166312,"score_spread":0.2829177134160167,"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."}}