{"id":"W4213179668","doi":"10.26226/morressier.5af060631dd164001d5ef2b8","title":"03 / MOLECULAR TYPING AND IDENTIFICATION OF ANTIMICROBIAL RESISTANCE MARKERS IN NEISSERIA GONORRHOEAE POSITIVE CLINICAL SPECIMENS COLLECTED IN A REMOTE NORTHERN REGION OF CANADA","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Neisseria gonorrhoeae; Typing; Identification (biology); Microbiology; Antimicrobial; Biology; Antibiotic resistance; Neisseria; Genetics; Antibiotics; Bacteria; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005565186,0.000337458,0.0002793529,0.001684336,0.001664839,0.001006569,0.0006636863,0.0003553448,0.001203566],"category_scores_gemma":[0.001623211,0.0002526201,0.0002733852,0.002395398,0.000702734,0.0001853459,0.0006528741,0.0003336895,0.0002305019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009021243,"about_ca_system_score_gemma":0.0127376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9498453,"about_ca_topic_score_gemma":0.9640161,"domain_scores_codex":[0.9989441,0.00004919532,0.00007307956,0.0001616656,0.0004808258,0.0002910376],"domain_scores_gemma":[0.9983027,0.00007483146,0.0003593144,0.00004046784,0.000964515,0.00025813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007849794,0.00002850783,0.991435,0.00006351485,0.00002937091,0.0002981883,0.0004179229,0.0001050582,0.001792402,0.00002956226,0.0004378385,0.005284174],"study_design_scores_gemma":[0.000004138036,0.00004431455,0.9968001,0.00003928051,0.00001547737,0.0003707278,0.001035549,0.0002106694,0.0005894076,0.000008922359,0.0008760791,0.000005336439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949615,0.0007286227,0.0001861401,0.00008935231,0.000007677376,0.00009270062,0.002129922,0.00001039134,0.001793551],"genre_scores_gemma":[0.9966709,0.0005665433,0.0005896753,0.0001336016,0.000005685315,0.00002172659,0.001353929,0.000003791877,0.0006541034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05015475,"threshold_uncertainty_score":0.1009002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008726884325661948,"score_gpt":0.241180094624685,"score_spread":0.232453210299023,"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."}}