{"id":"W2047242318","doi":"10.1002/cld.229","title":"Common problems in liver allograft biopsy interpretation: Resolving clinical dilemmas","year":2013,"lang":"en","type":"review","venue":"Clinical Liver Disease","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Interpretation (philosophy); Presentation (obstetrics); Case presentation; Liver biopsy; Biopsy; Medicine; General surgery; Psychology; Pathology; Radiology; Surgery; Philosophy; Linguistics","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":[0.007008048,0.001026012,0.001620207,0.004242846,0.0007334104,0.002570863,0.001607876,0.003999946,0.003507758],"category_scores_gemma":[0.02702326,0.000494769,0.000701931,0.002121035,0.001388912,0.004814505,0.001539192,0.004036494,0.00216584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008505239,"about_ca_system_score_gemma":0.001896659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319085,"about_ca_topic_score_gemma":0.005483886,"domain_scores_codex":[0.9955835,0.001871344,0.0008345947,0.0002837849,0.001199726,0.0002270414],"domain_scores_gemma":[0.9805359,0.01208525,0.002599014,0.0002795783,0.003904697,0.0005956243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001242308,0.00009656435,0.009695478,0.01099748,0.0001032983,0.009052727,0.00122042,0.0002289257,0.001380951,0.002275287,0.2056958,0.7591288],"study_design_scores_gemma":[0.0001163858,0.0001830805,0.02601501,0.05053031,0.0004901452,0.1763284,0.008714344,0.001488602,0.002386952,0.01364588,0.7197537,0.0003471655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004443354,0.8883824,0.01146441,0.07526212,0.006402745,0.0001552454,0.0001846938,0.0002781945,0.01342684],"genre_scores_gemma":[0.04853979,0.8658899,0.02898454,0.03394216,0.01743616,0.0001609162,0.0004510879,0.0001283492,0.004467025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007008048,"threshold_uncertainty_score":0.03706253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525300042016817,"score_gpt":0.4480047107118542,"score_spread":0.2954747065101725,"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."}}