{"id":"W4234025477","doi":"10.3410/f.725266069.793503358","title":"Faculty Opinions recommendation of Beta-lactam antibiotics induce a lethal malfunctioning of the bacterial cell wall synthesis machinery.","year":2015,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Antibiotics; Beta-lactam; Lactam; Microbiology; Chemistry; BETA (programming language); Biology; Stereochemistry; Computer science; Programming language","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":[0.001602872,0.001708755,0.001563939,0.002049036,0.0004728977,0.002014522,0.002182592,0.002684368,0.03138436],"category_scores_gemma":[0.01131114,0.0005648211,0.002200013,0.003347729,0.0003306328,0.001025842,0.00117687,0.001432017,0.02859963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567074,"about_ca_system_score_gemma":0.002915345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041795,"about_ca_topic_score_gemma":0.04609141,"domain_scores_codex":[0.9984965,0.0002776592,0.0002339048,0.0004537019,0.000399662,0.0001384627],"domain_scores_gemma":[0.996305,0.001261827,0.0007828058,0.00062359,0.0006901077,0.0003366735],"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":[0.0004732365,0.00006759241,0.006608645,0.003579057,0.000357459,0.0000565903,0.00002015297,0.0006939062,0.000375592,0.0004560958,0.977446,0.009865543],"study_design_scores_gemma":[0.001062163,0.0001003648,0.02605941,0.001330801,0.0005948535,0.0002280019,0.00004780391,0.001997042,0.001216158,0.00156215,0.9657339,0.00006734955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.0006405087,0.0006221453,0.0001296969,0.0002128948,0.00005350186,0.00002141319,0.9969399,0.0002670759,0.0011129],"genre_scores_gemma":[0.002607975,0.0004807399,0.0005393099,0.0002522503,0.00002885965,0.0000829637,0.9946963,0.00004504855,0.001266609],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03138436,"threshold_uncertainty_score":0.1049911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267706202111183,"score_gpt":0.3496378099122974,"score_spread":0.3069607478911856,"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."}}