{"id":"W2804038189","doi":"10.4052/tigg.1730.1se","title":"A New Approach to Inhibit Prototypic Galectins","year":2018,"lang":"en","type":"article","venue":"Trends in Glycoscience and Glycotechnology","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"University of Toronto; Harvard University","keywords":"Galectin; Galectin-3; Galectin-1; Computational biology; Receptor; Cell biology; Chemistry; Biology; Biochemistry; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002584607,0.0002227183,0.0003278034,0.0009315385,0.0002184954,0.00001905283,0.0004771535,0.0005072748,0.0005362759],"category_scores_gemma":[0.00008456011,0.000192654,0.00003951721,0.001865618,0.0008539869,0.00008670028,0.0002606941,0.0004297896,0.0003918591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005337415,"about_ca_system_score_gemma":0.000086063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004697533,"about_ca_topic_score_gemma":0.0009851428,"domain_scores_codex":[0.998042,0.00006540256,0.0002817213,0.0008326349,0.00004003639,0.0007381779],"domain_scores_gemma":[0.9993955,0.00002197521,0.00006687634,0.0004156775,0.00003867388,0.00006125591],"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":[0.0004856009,0.0002476865,0.009447999,0.00001066857,0.00002779624,0.000008346728,0.001561267,0.000003253692,0.22614,0.02336075,0.01802393,0.7206827],"study_design_scores_gemma":[0.005605087,0.006265891,0.0447549,0.00007757419,0.00004185333,0.001988423,0.001199716,0.00008413792,0.2463365,0.009634972,0.6826293,0.001381672],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322374,0.0009062117,0.007104728,0.004000566,0.001162027,0.0006910953,0.0000161714,0.000386024,0.0534958],"genre_scores_gemma":[0.9867294,0.00002561172,0.002389675,0.0005469507,0.00006040842,0.0001097921,0.000007643635,0.00001274959,0.01011773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.719301,"threshold_uncertainty_score":0.7856202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855265164795194,"score_gpt":0.2782597081787635,"score_spread":0.2597070565308116,"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."}}