{"id":"W4232169883","doi":"10.1002/0471142735.im0205s74","title":"Production of Monoclonal Antibodies","year":2006,"lang":"en","type":"article","venue":"Current Protocols in Immunology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stemcell Technologies","funders":"","keywords":"Monoclonal antibody; Cloning (programming); Molecular biology; Antibody; Immunization; Cell fusion; Cell culture; Selection (genetic algorithm); Limiting; Chemistry; Biology; Virology; Immunology; Genetics; Computer science","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":[0.001800935,0.001530964,0.001658823,0.002584963,0.0007856999,0.001559795,0.002402946,0.001098536,0.02295162],"category_scores_gemma":[0.001301439,0.001199398,0.001208023,0.00128763,0.0003014705,0.0008327803,0.001372022,0.003244662,0.03794436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008541893,"about_ca_system_score_gemma":0.0007053011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003980868,"about_ca_topic_score_gemma":0.0008024154,"domain_scores_codex":[0.9983204,0.0002339945,0.0001991989,0.0003038675,0.0007054339,0.0002370103],"domain_scores_gemma":[0.9990026,0.0001404165,0.00006988049,0.0002839476,0.0002978122,0.0002052676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001827898,0.0002409785,0.0003457299,0.0006547096,0.00006861248,0.0002124702,0.00007564871,0.0002752497,0.9118366,0.002382053,0.01779639,0.06592873],"study_design_scores_gemma":[0.0001970089,0.0007605516,0.001584468,0.0002092455,0.0001131905,0.0008524394,0.00003580791,0.0008584637,0.3905403,0.001056407,0.6037416,0.00005044439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1187632,0.05207793,0.5120592,0.004215581,0.009773204,0.01393841,0.04758585,0.01957533,0.2220115],"genre_scores_gemma":[0.1542207,0.0469803,0.480435,0.002970029,0.002256754,0.01108041,0.1420416,0.002201382,0.1578139],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02295162,"threshold_uncertainty_score":0.07678086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237900347404312,"score_gpt":0.3897393088522628,"score_spread":0.3373603053782196,"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."}}