{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01284322,0.0008976294,0.003153496,0.001160046,0.0002086044,0.0001563418,0.0005766377,0.0007843754,0.00186671],"category_scores_gemma":[0.006690127,0.0008048997,0.00276101,0.001154799,0.0004823078,0.000918677,0.0002303643,0.002020559,0.0004444871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322489,"about_ca_system_score_gemma":0.00238707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006847494,"about_ca_topic_score_gemma":0.000003671488,"domain_scores_codex":[0.9897501,0.001709781,0.00276252,0.0004712461,0.002844705,0.002461631],"domain_scores_gemma":[0.9901255,0.002518746,0.002130679,0.001036694,0.001612691,0.00257569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002510568,0.000763536,0.5506074,0.00110122,0.003782052,0.001085579,0.003294011,0.00006304447,0.002936851,0.000029564,0.2467107,0.1871154],"study_design_scores_gemma":[0.001611713,0.0006957109,0.4150515,0.003934484,0.006731996,0.01605487,0.002940085,0.00002066913,0.05417215,0.0001981985,0.4963951,0.00219353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8081716,0.1419311,0.0002395192,0.001211431,0.0340837,0.0003888653,0.000120799,0.0000537323,0.01379922],"genre_scores_gemma":[0.96755,0.007952571,0.0006227472,0.0009844396,0.02132734,0.00001305548,0.00002548665,0.0002051451,0.001319209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496843,"threshold_uncertainty_score":0.9994402,"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."}}