{"id":"W4386520353","doi":"10.1515/9780888647863-fm","title":"Frontmatter","year":2010,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002207511,0.001663511,0.0008827266,0.002182808,0.002132695,0.004729644,0.001390458,0.001601214,0.8549109],"category_scores_gemma":[0.0006207644,0.0006979479,0.0004805042,0.002490087,0.0005148103,0.00239815,0.001887752,0.001498853,0.7721164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961873,"about_ca_system_score_gemma":0.001969238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04518015,"about_ca_topic_score_gemma":0.1714927,"domain_scores_codex":[0.9997814,0.00001102204,0.000004721121,0.00004447059,0.0001095634,0.00004873758],"domain_scores_gemma":[0.9996648,0.00004341722,0.000009982332,0.00004348522,0.0001306569,0.000107657],"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":[0.00003456007,0.00003207962,0.0001161764,0.0001132678,0.000002267364,0.00006827231,0.0001178821,0.0001052809,0.0004254608,0.004191903,0.8170504,0.1777425],"study_design_scores_gemma":[0.000004242962,0.000006561008,0.000255722,0.00005700751,0.000002397521,0.00004451553,0.00009036408,0.00005027802,0.0001193031,0.0006239619,0.998741,0.00000471507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002054384,0.0007547727,0.0002884098,0.0001606539,0.0003200239,0.00001627061,0.0005102613,0.0005499027,0.9971942],"genre_scores_gemma":[0.0002719205,0.0001494429,0.00007290469,0.00003768445,0.00001227938,0.000002404248,0.0001480755,0.0000791761,0.9992261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1450891,"threshold_uncertainty_score":0.206952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789570567926124,"score_gpt":0.1865025316353412,"score_spread":0.1686068259560799,"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."}}