{"id":"W1977097876","doi":"10.1136/bmj.g1976","title":"Patient commentary: my experience of gestational diabetes","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newman Theological College","funders":"","keywords":"Isomerization; Chemistry; Monoclonal antibody; Deamidation; Chromatography; Recombinant DNA; Complementarity (molecular biology); Combinatorial chemistry; Computational biology; Antibody; Biochemistry; Enzyme; Catalysis; Biology","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":[0.0006157608,0.0007155641,0.0005781829,0.0004585751,0.001808702,0.001525474,0.00111615,0.006635325,0.02426893],"category_scores_gemma":[0.006017943,0.000204792,0.0006161717,0.0004103301,0.001089355,0.001992443,0.001221338,0.01096351,0.004553409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735004,"about_ca_system_score_gemma":0.001224477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290367,"about_ca_topic_score_gemma":0.004958985,"domain_scores_codex":[0.9994019,0.0001843186,0.00004835561,0.0001368793,0.0001128236,0.0001157049],"domain_scores_gemma":[0.9986264,0.0005371058,0.0001325033,0.00005598121,0.0002508885,0.0003971458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001044698,0.00003586653,0.002100773,0.0002140384,0.00001993712,0.0735568,0.0007632453,0.0001171919,0.0002644439,0.003002264,0.8934432,0.02637777],"study_design_scores_gemma":[0.000044805,0.00007190487,0.001717285,0.0008362596,0.00002457398,0.1590898,0.002031284,0.0002228215,0.000290958,0.002308183,0.8333051,0.00005706068],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009061787,0.01831113,0.00102247,0.8180521,0.102484,0.00008429981,0.0003736067,0.0001941852,0.05041647],"genre_scores_gemma":[0.08190626,0.0185522,0.001253343,0.7644123,0.05888688,0.0001104221,0.0002830213,0.0002125531,0.07438297],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02426893,"threshold_uncertainty_score":0.08118767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00955049652138109,"score_gpt":0.2663653935726361,"score_spread":0.256814897051255,"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."}}