{"id":"W4406511835","doi":"10.1016/j.yoph.2015.04.003","title":"10.1016/j.yoph.2015.04.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Acanthamoeba keratitis; Keratitis; Optometry; Acanthamoeba; Ophthalmology; Intensive care medicine; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004149185,0.0008990929,0.0005146906,0.0008882009,0.0007628676,0.002015985,0.0007611836,0.002568418,0.8920574],"category_scores_gemma":[0.0007202619,0.0003773254,0.0004391102,0.000416721,0.0007544344,0.001541321,0.00105656,0.001444883,0.8056194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006061638,"about_ca_system_score_gemma":0.001141927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630749,"about_ca_topic_score_gemma":0.001760569,"domain_scores_codex":[0.9998426,0.00001129097,0.000009501551,0.00004645235,0.00004737966,0.00004258206],"domain_scores_gemma":[0.9993141,0.00005913031,0.00006775723,0.00002866385,0.0001182889,0.0004120061],"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":[0.0003305506,0.0002167766,0.002778436,0.0005321135,0.00003055322,0.000560257,0.00009838783,0.0001209519,0.001560058,0.004541604,0.3308867,0.6583436],"study_design_scores_gemma":[0.00005565094,0.0001118201,0.004485845,0.000787073,0.0000198269,0.002617741,0.0001816195,0.0001241308,0.0004029635,0.00267439,0.9885223,0.000016683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00383441,0.01989126,0.002228636,0.009935169,0.002919876,0.0001053489,0.002122512,0.00148092,0.9574819],"genre_scores_gemma":[0.009657152,0.006968208,0.001722249,0.002383524,0.001029393,0.00006213629,0.001276382,0.0001741426,0.9767268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1079426,"threshold_uncertainty_score":0.1539669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006347754614248143,"score_gpt":0.2162744892347606,"score_spread":0.2099267346205124,"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."}}