{"id":"W87192160","doi":"10.1136/bmj.39549.445521.3a","title":"What’s the need?","year":2008,"lang":"en","type":"letter","venue":"BMJ","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Rifampicin; Chemoprophylaxis; Mycobacterium leprae; Medicine; Placebo; Leprosy; Incubation period; Internal medicine; Surgery; Dermatology; Incubation; Biology; Tuberculosis; Pathology; Alternative medicine","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":[0.005797341,0.001266026,0.002544678,0.001566228,0.004759092,0.004860098,0.002851628,0.04979813,0.03067383],"category_scores_gemma":[0.03504888,0.0006455524,0.002210697,0.001073918,0.005866398,0.01314095,0.002608374,0.04208732,0.01749844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005392196,"about_ca_system_score_gemma":0.007385078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006687388,"about_ca_topic_score_gemma":0.01212406,"domain_scores_codex":[0.9946176,0.001999227,0.0005071693,0.0006085146,0.001594011,0.0006734711],"domain_scores_gemma":[0.9764687,0.008704157,0.001095644,0.0007847122,0.006499663,0.006447253],"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":[0.000133152,0.0001058707,0.0008177494,0.0006230056,0.00004692861,0.002362526,0.0002619771,0.00005871803,0.0002906067,0.002660737,0.9473318,0.04530692],"study_design_scores_gemma":[0.0002229897,0.0001780275,0.001824584,0.003959154,0.0000573058,0.006935867,0.002857348,0.0001913548,0.0001259866,0.01987054,0.9636178,0.0001590024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001237858,0.004021286,0.00004552146,0.9865136,0.008348614,0.000008242749,0.00001849684,0.00001792407,0.0009026006],"genre_scores_gemma":[0.001266865,0.004700124,0.0002841284,0.9641372,0.0274768,0.00004005629,0.00003835811,0.00001416171,0.002042294],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04979813,"threshold_uncertainty_score":0.1026142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06010296887988566,"score_gpt":0.3502600656500851,"score_spread":0.2901570967701994,"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."}}