{"id":"W4251852558","doi":"10.5858/2007-131-805-apiait","title":"Advancing Practice, Instruction, and Innovation Through Informatics (APIII 2006): Scientific Session Presentation Abstracts and Scientific Poster Session Abstracts","year":2007,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Library science; Presentation (obstetrics); Informatics; Health informatics; Medicine; Schedule; Medical education; Management; Political science; Computer science; Pathology; World Wide Web; Public health; Surgery; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006125112,0.001309637,0.0007363465,0.001899079,0.002395711,0.007117529,0.001395811,0.002599358,0.2295449],"category_scores_gemma":[0.005383855,0.0005270118,0.0005288656,0.002437728,0.000588131,0.002497037,0.003602661,0.004475394,0.0604835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163479,"about_ca_system_score_gemma":0.008774761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005291489,"about_ca_topic_score_gemma":0.01344119,"domain_scores_codex":[0.9981523,0.0003010714,0.00009933206,0.0002139243,0.0008390027,0.000394367],"domain_scores_gemma":[0.9937834,0.0004032839,0.0002581924,0.0002083358,0.002266211,0.00308071],"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":[0.00006363742,0.0001361123,0.0001708739,0.0001563551,0.00000246053,0.00002228313,0.0001146347,0.00005308538,0.0002401047,0.0007506933,0.9297436,0.06854611],"study_design_scores_gemma":[0.00004876973,0.0001354678,0.003272845,0.0002676986,0.00000784533,0.00006965311,0.0002029394,0.0001976663,0.0005039603,0.0009602542,0.9943154,0.00001740768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01262695,0.03533667,0.01216132,0.1553316,0.07844183,0.002403789,0.005648111,0.002598956,0.6954509],"genre_scores_gemma":[0.03350135,0.02741631,0.01035103,0.006794893,0.02451552,0.001665069,0.004444975,0.000718051,0.8905926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7704551,"threshold_uncertainty_score":0.7679042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541380867274802,"score_gpt":0.3044604588829379,"score_spread":0.2890466502101899,"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."}}