{"id":"W4206643438","doi":"10.3410/f.1125888.582989","title":"Faculty Opinions recommendation of Simple disk-based method for detection of Klebsiella pneumoniae carbapenemase-type beta-lactamase by use of a boronic acid compound.","year":2008,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Klebsiella pneumoniae; Ertapenem; Microbiology; Beta-lactamase; Boronic acid; Beta-lactam; BETA (programming language); Chemistry; Antibiotics; Escherichia coli; Biology; Computer science; Combinatorial chemistry; Gene; Programming language; Biochemistry","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":[0.001763567,0.002008156,0.001460397,0.004800217,0.0005306304,0.001772868,0.00250458,0.001645492,0.03726917],"category_scores_gemma":[0.0114956,0.0006063941,0.001181963,0.005493633,0.0002408621,0.001252592,0.0009288918,0.001477966,0.03615314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125651,"about_ca_system_score_gemma":0.002590032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153348,"about_ca_topic_score_gemma":0.02850294,"domain_scores_codex":[0.9981847,0.0002655221,0.0002692982,0.0006175669,0.0005243738,0.0001384483],"domain_scores_gemma":[0.9940957,0.001764972,0.0009506695,0.001004032,0.001720915,0.0004637366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000217245,0.00008490804,0.008322893,0.002440253,0.0002308914,0.00005129767,0.00002588522,0.000700651,0.0005604118,0.0003145601,0.973433,0.0136181],"study_design_scores_gemma":[0.0007162606,0.0000638767,0.03757804,0.0006126899,0.0003051578,0.0001317154,0.00006988152,0.003200758,0.002374061,0.0007065461,0.9541723,0.00006897384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.000441273,0.00008534776,0.0001371083,0.00007258839,0.0000220514,0.000025864,0.9983658,0.0002812006,0.0005688088],"genre_scores_gemma":[0.0008535559,0.00005770534,0.0006184132,0.00003217678,0.00000713308,0.00008843079,0.9977649,0.00003376211,0.0005439432],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03726917,"threshold_uncertainty_score":0.1246778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313496552891539,"score_gpt":0.3547159936922522,"score_spread":0.3215810281633368,"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."}}