{"id":"W4406468138","doi":"10.1016/j.yoph.2016.02.162","title":"10.1016/j.yoph.2016.02.162","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pseudomonas aeruginosa; Keratitis; Multiple drug resistance; Microbiology; Ophthalmology; Drug resistance; Bacteria; Genetics; Biology","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":[0.0004042864,0.0008110958,0.0004316446,0.0009342351,0.0008719625,0.002038308,0.000552432,0.00244184,0.8093316],"category_scores_gemma":[0.00103863,0.0003002368,0.0004020915,0.0004179703,0.0007323257,0.001949762,0.001053523,0.001739138,0.6027051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000726669,"about_ca_system_score_gemma":0.001309687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002398859,"about_ca_topic_score_gemma":0.002962132,"domain_scores_codex":[0.999798,0.00002407533,0.00001623556,0.00004460878,0.00006307125,0.00005408344],"domain_scores_gemma":[0.9994076,0.00008639687,0.0000964176,0.00002561507,0.0001410707,0.0002428429],"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":[0.0002533536,0.000299157,0.004665772,0.0006240347,0.00003138003,0.0008039646,0.0001346504,0.00007933129,0.0004872889,0.004275579,0.3489254,0.63942],"study_design_scores_gemma":[0.00009039051,0.0001563232,0.007071167,0.002100516,0.00003465774,0.007039438,0.0003916618,0.0001397609,0.0002854381,0.004634439,0.9780343,0.00002196198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00393038,0.03844042,0.001031358,0.01755372,0.003442396,0.0001081715,0.001666315,0.0006953098,0.9331319],"genre_scores_gemma":[0.02819623,0.02433696,0.002039538,0.006836772,0.00350363,0.0001127797,0.001230928,0.0002008882,0.9335423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1906684,"threshold_uncertainty_score":0.2719653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00507577157742582,"score_gpt":0.194424926181195,"score_spread":0.1893491546037692,"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."}}