{"id":"W7100751679","doi":"","title":"Research","year":2016,"lang":"en","type":"article","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epiglottitis; Conjugate vaccine; Haemophilus influenzae; Diphtheria; Vaccination","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002236707,0.0007677784,0.0005966253,0.001570317,0.002163418,0.005275523,0.001486099,0.002323814,0.2703907],"category_scores_gemma":[0.005979672,0.0003665391,0.000554726,0.001954399,0.001374262,0.002912464,0.002703312,0.001682479,0.188642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002885213,"about_ca_system_score_gemma":0.006058748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785752,"about_ca_topic_score_gemma":0.00540661,"domain_scores_codex":[0.9977534,0.000341486,0.0001415591,0.0006526377,0.0008147146,0.0002961937],"domain_scores_gemma":[0.9958038,0.0005223528,0.0001957245,0.0007344812,0.002108093,0.0006356792],"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":[0.0003490818,0.0001655346,0.002265992,0.0009199303,0.00002744294,0.0004469763,0.0008259641,0.0002447958,0.003863321,0.07655208,0.2667842,0.6475548],"study_design_scores_gemma":[0.000007393395,0.00003184401,0.0005647797,0.0001650953,0.000004957635,0.0001952201,0.0001406252,0.00003340987,0.0005057202,0.002543375,0.995802,0.000005495614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006675249,0.02493153,0.008110811,0.01767308,0.008055797,0.0003421278,0.003698309,0.0008743284,0.9296387],"genre_scores_gemma":[0.04382136,0.02337423,0.006934816,0.007680256,0.002114923,0.0003086593,0.00562565,0.0003903983,0.9097498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7296094,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283816267143298,"score_gpt":0.3625038139953494,"score_spread":0.3396656513239164,"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."}}