{"id":"W4392107897","doi":"10.15173/m.v1i4.621","title":"Neglected Diseases","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001715742,0.0005570865,0.0004720674,0.002358112,0.001638849,0.002372933,0.0009236425,0.001788373,0.129729],"category_scores_gemma":[0.004749963,0.0001988723,0.0003630797,0.001368183,0.001216956,0.001204076,0.002613145,0.001522993,0.02076286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990813,"about_ca_system_score_gemma":0.005921796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00511603,"about_ca_topic_score_gemma":0.008738322,"domain_scores_codex":[0.9983894,0.0004997333,0.00009808729,0.0001141547,0.000503967,0.0003947557],"domain_scores_gemma":[0.9978563,0.0003675269,0.0002892698,0.0002065604,0.0006066487,0.0006736258],"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":[0.0001032057,0.0001034374,0.004190297,0.001560969,0.00002908712,0.001179053,0.001159903,0.00005603326,0.001193454,0.06120087,0.5997257,0.329498],"study_design_scores_gemma":[0.000008174668,0.00002502277,0.002489645,0.0005438528,0.000007127632,0.0008927181,0.0003030154,0.00002387475,0.0001121391,0.001793049,0.9937972,0.000004125507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006488161,0.07647125,0.001272998,0.04885771,0.01504801,0.0003193639,0.001956877,0.0002343897,0.8493512],"genre_scores_gemma":[0.1135438,0.08590081,0.003922066,0.03759658,0.01095663,0.0004332351,0.003789756,0.0001244137,0.7437326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.129729,"threshold_uncertainty_score":0.4339867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753894712375052,"score_gpt":0.288927913971292,"score_spread":0.2713889668475414,"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."}}