{"id":"W1963982044","doi":"10.1080/02648725.2014.921501","title":"Advances and applications of molecular cloning in clinical microbiology","year":2014,"lang":"en","type":"review","venue":"Biotechnology and Genetic Engineering Reviews","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Recombinant DNA; Virology; Biology; Context (archaeology); Molecular cloning; Microbiology; Computational biology; Gene; Genetics; Complementary DNA","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186244,0.0001810716,0.0009548251,0.00008378916,0.00001695642,0.000003670861,0.0001479568,0.0004463101,0.00002566097],"category_scores_gemma":[0.00005108176,0.0001508681,0.0001043464,0.0001668826,0.0001979418,0.0000154871,0.0001732735,0.0003240281,0.00002505688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001513954,"about_ca_system_score_gemma":0.000004230428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007778137,"about_ca_topic_score_gemma":0.0000126532,"domain_scores_codex":[0.99881,0.00005817304,0.0006611526,0.0003222291,0.00001025102,0.0001382075],"domain_scores_gemma":[0.9994519,0.0000624466,0.0002153931,0.0002390263,0.000001706494,0.00002947723],"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":[2.050404e-7,0.000009399841,0.00001400901,0.002265469,0.000006299833,9.468559e-7,0.000001707191,0.000004664093,0.001888537,0.00002997271,0.000009624751,0.9957691],"study_design_scores_gemma":[0.00003826708,0.00003117799,0.00006466454,0.0014014,0.00006893363,0.0001148382,4.617549e-7,0.000006915257,0.00003797391,0.000007776463,0.9981019,0.0001256971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000234537,0.9945824,0.004557732,0.0000166883,0.00005976607,0.0004964337,0.000005106364,0.00001511207,0.00003225305],"genre_scores_gemma":[0.00007498898,0.9932731,0.006484762,0.00001415639,0.00001647365,0.0001020521,0.000006715075,0.00001231853,0.00001539496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9980923,"threshold_uncertainty_score":0.6152223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072536370667255,"score_gpt":0.2987733876053312,"score_spread":0.2880480238986587,"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."}}