{"id":"W2112768419","doi":"10.1093/infdis/jiu682","title":"Target Product Profile of a Molecular Drug-Susceptibility Test for Use in Microscopy Centers","year":2015,"lang":"en","type":"review","venue":"The Journal of Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases; Wellcome Trust; World Health Organization","keywords":"Test (biology); Tuberculosis; Stakeholder; Medicine; Product (mathematics); Drug resistance; Turnaround time; Computer science; Risk analysis (engineering); Biology; Pathology; Genetics","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":[0.002551225,0.0009208513,0.001503438,0.003977667,0.0002025284,0.0009371061,0.001362911,0.002022311,0.003004936],"category_scores_gemma":[0.003972223,0.0002761216,0.0007217055,0.001883761,0.0003811138,0.001189301,0.0004904811,0.000989591,0.00210265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006272487,"about_ca_system_score_gemma":0.001887949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009316093,"about_ca_topic_score_gemma":0.001370644,"domain_scores_codex":[0.9979406,0.0005063741,0.0003857052,0.0001468421,0.0009522191,0.00006834852],"domain_scores_gemma":[0.9975338,0.0008111933,0.0007095872,0.00007052166,0.0007704811,0.0001043932],"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":[0.0001396988,0.0001079679,0.0009141134,0.02670386,0.00007436518,0.0006119952,0.00009454918,0.0005433154,0.006306291,0.002893408,0.01530665,0.9463038],"study_design_scores_gemma":[0.00009003023,0.0008554499,0.00600418,0.0157345,0.0003953658,0.01046534,0.0001773293,0.0006486432,0.007796317,0.001731228,0.9560393,0.00006227428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001839115,0.9844655,0.003676686,0.001484815,0.0003166026,0.0002427256,0.0002360641,0.00009739141,0.007641104],"genre_scores_gemma":[0.01425591,0.9710488,0.01092631,0.000939763,0.0003009762,0.0002331883,0.000442774,0.00001853813,0.00183383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003977667,"threshold_uncertainty_score":0.01349235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408816692174972,"score_gpt":0.3873474465324548,"score_spread":0.3432592796107051,"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."}}