{"id":"W4286491310","doi":"10.3390/jcm11144241","title":"PAXgene Fixation for Pancreatic Cancer: Implications for Molecular and Surgical Pathology","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; Nova Scotia Health Authority; Dalhousie University","funders":"Nova Scotia Health Authority","keywords":"Pancreatic cancer; Medicine; Pathology; Nucleic acid; Amplicon; Biopsy; Surgical pathology; Fixation (population genetics); Pancreas; Fixative; DNA; Molecular pathology; Molecular biology; Cancer; Polymerase chain reaction; Biology; Gene; Internal medicine; Frozen section procedure; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01253019,0.0007173188,0.0004563409,0.001100878,0.0005510033,0.001241626,0.0009868395,0.0008163587,0.002937737],"category_scores_gemma":[0.010107,0.0002967279,0.0002548793,0.001066507,0.002014805,0.002181701,0.0007126378,0.00109942,0.0005480406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007736923,"about_ca_system_score_gemma":0.001339153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009356755,"about_ca_topic_score_gemma":0.001657054,"domain_scores_codex":[0.996828,0.001954851,0.0002333541,0.0003295122,0.0005341278,0.0001200235],"domain_scores_gemma":[0.994171,0.00339956,0.0008095407,0.0007367058,0.0006493472,0.0002337823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001674415,0.0002980432,0.06748597,0.001696875,0.0001626686,0.001448756,0.0008872885,0.001864398,0.4550625,0.01950317,0.005140914,0.444775],"study_design_scores_gemma":[0.0001700946,0.003463435,0.3281456,0.002174558,0.0005456983,0.01588287,0.003962594,0.01341647,0.408913,0.05270993,0.1703625,0.0002532523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4204712,0.2465017,0.2572263,0.04831493,0.002552116,0.0006785122,0.00068638,0.0007809902,0.02278785],"genre_scores_gemma":[0.7481627,0.05174736,0.1895607,0.003913967,0.0008982473,0.0005707742,0.0005120004,0.0001967344,0.004437577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01253019,"threshold_uncertainty_score":0.06626678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393557433535823,"score_gpt":0.5260756709204946,"score_spread":0.3867199275669123,"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."}}