{"id":"W3126793362","doi":"10.26443/mjm.v2i2.480","title":"Alpha-Fetoprotein (AFP): Solved and Unsolved Problems","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alpha-fetoprotein; Gynecology; Internal medicine; Hepatocellular carcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005828461,0.0009205416,0.00107416,0.001149977,0.00166597,0.0033716,0.002004431,0.004740714,0.0128918],"category_scores_gemma":[0.01384218,0.0003669331,0.0004576544,0.001047444,0.00457669,0.005967752,0.002481305,0.004167966,0.005723736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002960925,"about_ca_system_score_gemma":0.005908483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009641612,"about_ca_topic_score_gemma":0.008402399,"domain_scores_codex":[0.9982361,0.0004530656,0.0002078771,0.000386764,0.0004800083,0.0002362073],"domain_scores_gemma":[0.9901141,0.003640389,0.0006651115,0.000680878,0.003537633,0.001361885],"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":[0.0005462335,0.0001326378,0.002513945,0.001482799,0.0000570423,0.0007805726,0.0001540121,0.0007580614,0.001465209,0.04942375,0.3647379,0.5779479],"study_design_scores_gemma":[0.00005710138,0.00009190055,0.001861268,0.001505706,0.00003779757,0.001666866,0.0005461276,0.001134651,0.001013312,0.09529229,0.8967372,0.00005578118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006155767,0.4773749,0.005978857,0.4216401,0.03450598,0.00003998545,0.0004325439,0.0001993118,0.05367267],"genre_scores_gemma":[0.07813322,0.6873834,0.01881758,0.1013872,0.06506278,0.000158921,0.001014554,0.0002436962,0.04779861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0128918,"threshold_uncertainty_score":0.04312736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378669752748074,"score_gpt":0.2539312821129305,"score_spread":0.2301445845854498,"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."}}