{"id":"W2145577836","doi":"10.1002/pmic.201090040","title":"The 6th HUPO Antibody Initiative (HAI) Workshop: Sharing Data About Affinity Reagents and Other Recent Developments September 2009, Toronto, Canada","year":2010,"lang":"en","type":"article","venue":"PROTEOMICS","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human Protein Atlas; Library science; Political science; Operations research; Engineering; Chemistry; Computer science; Protein expression; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006793948,0.0002161972,0.0002518259,0.00002125834,0.0004377385,0.00009732394,0.0005146309,0.000107874,0.0004829431],"category_scores_gemma":[0.0003945653,0.000144925,0.00002536321,0.0001019601,0.0001468591,0.0001652781,0.0007969704,0.0006199272,0.00002326815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140214,"about_ca_system_score_gemma":0.000841225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1084512,"about_ca_topic_score_gemma":0.6775324,"domain_scores_codex":[0.9981451,0.00005066982,0.0003305937,0.0004615455,0.0005024102,0.0005096662],"domain_scores_gemma":[0.9985989,0.0001631884,0.0001136985,0.0006772578,0.0001608467,0.00028612],"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":[0.00199286,0.0003753629,0.818181,0.0003214553,0.0009827941,0.0001886921,0.001251293,0.000002909405,0.01550787,0.0007644231,0.07091177,0.08951958],"study_design_scores_gemma":[0.000950527,0.00004477836,0.1309923,0.0001480508,0.00003621629,0.0000633367,0.0002449806,0.0007703129,0.004061733,0.0001364556,0.8622391,0.0003121802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619779,0.001285617,0.00006245882,0.002126548,0.0005582707,0.001271865,0.0003391045,0.0000324801,0.03234578],"genre_scores_gemma":[0.9068497,0.01306582,0.02784495,0.008974555,0.002099754,0.0002988674,0.001472662,0.0002537503,0.03913996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7913274,"threshold_uncertainty_score":0.8974857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07772973305340697,"score_gpt":0.3671180775663626,"score_spread":0.2893883445129556,"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."}}