{"id":"W2032600638","doi":"10.1503/cmaj.121613","title":"The little red box","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Refugee; Spring (device); Computer science; Computer graphics (images); World Wide Web; Data science; Medicine; History; Engineering; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001248209,0.0009258616,0.0006604201,0.0009754815,0.003279876,0.00708043,0.001409131,0.003247402,0.8101419],"category_scores_gemma":[0.007477292,0.0005058906,0.000663489,0.0008374347,0.001082525,0.005264791,0.004356964,0.003766823,0.6349527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186927,"about_ca_system_score_gemma":0.003476331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004229069,"about_ca_topic_score_gemma":0.009728926,"domain_scores_codex":[0.9990509,0.0001814197,0.00003484043,0.0001393172,0.0004197569,0.000173642],"domain_scores_gemma":[0.9954063,0.0005399018,0.0001371869,0.0005133564,0.001284088,0.002119268],"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":[0.00002080895,0.00001920416,0.00003708327,0.00003717959,8.766503e-7,0.00003600532,0.00003662842,0.000008232458,0.0000668717,0.001957264,0.9668185,0.0309614],"study_design_scores_gemma":[0.000004835967,0.00000610097,0.00006181478,0.00005151576,8.721747e-7,0.0000532451,0.0000668128,0.000006600333,0.0000316579,0.0006406158,0.9990717,0.000004139086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0005709375,0.003813643,0.002624542,0.03506918,0.02766915,0.0001553256,0.001934077,0.00437532,0.923788],"genre_scores_gemma":[0.002619358,0.001978761,0.001483224,0.01259759,0.00288042,0.00008613931,0.0007234186,0.001157241,0.9764738],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8101419,"threshold_uncertainty_score":0.2708094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731676449428426,"score_gpt":0.3897155156531049,"score_spread":0.3523987511588206,"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."}}