{"id":"W2412299331","doi":"","title":"Trying to keep ahead of lice: a therapeutic challenge.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pediculosis; Obligate; Medicine; Public health; Infestation; Environmental health; Biology; Pathology; Ecology","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":[0.0001312974,0.00005627549,0.0001405193,0.0000542491,0.00002327542,0.000004401653,0.00004339787,0.00003734004,0.00006142792],"category_scores_gemma":[0.000159387,0.00004315729,0.00006118309,0.0001597923,0.00002456058,0.00002921341,0.00001438602,0.00005383713,0.00003244914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001773678,"about_ca_system_score_gemma":0.00001189437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006354218,"about_ca_topic_score_gemma":0.000004132139,"domain_scores_codex":[0.9993465,0.000009339073,0.0001772852,0.0001006433,0.0001309024,0.0002353637],"domain_scores_gemma":[0.9994721,0.00008263389,0.00003197919,0.0001336558,0.00005373398,0.0002258331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001814522,0.0004382898,0.01143001,0.00008555975,0.00005908634,0.00003704713,0.0003085623,0.000002662778,0.0001468353,0.004432491,0.0004008886,0.9824771],"study_design_scores_gemma":[0.0004573668,0.0000568045,0.9834227,0.00001675354,0.00004597974,0.00001106361,0.0001637593,0.00001970667,0.0003415981,0.0005257719,0.01488201,0.00005650856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961303,0.001302817,0.001240291,0.006772716,0.0001241045,0.001066275,0.00000659378,0.00008206972,0.09327485],"genre_scores_gemma":[0.9969336,0.00005008845,0.0001722149,0.002166549,0.00004809472,0.0001829673,0.000004109382,0.000007079774,0.0004352735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9824206,"threshold_uncertainty_score":0.1759903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.057221884809959,"score_gpt":0.3118739645104855,"score_spread":0.2546520797005265,"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."}}