{"id":"W2907098673","doi":"10.15706/jksms.2018.19.5.005","title":"Dentists’ Practice Patterns and Intervention Activities Under Indicator Linkage Management System","year":2018,"lang":"en","type":"article","venue":"Journal of Korea Service Management Society","topic":"Technology and Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Medicine; Quarter (Canadian coin); Metropolitan area; Health care; Family medicine; Linkage (software); Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124802,0.0001704443,0.000241127,0.0002228691,0.000236806,0.0002771295,0.001053966,0.0001048971,0.00001684921],"category_scores_gemma":[0.000004681896,0.000151685,0.0002052887,0.0004932533,0.00006663275,0.001505297,0.001089922,0.000227224,0.00002493262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506066,"about_ca_system_score_gemma":0.000007883393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003591408,"about_ca_topic_score_gemma":0.00002791073,"domain_scores_codex":[0.9983815,0.0001137562,0.0004757467,0.0003053458,0.0004838003,0.000239834],"domain_scores_gemma":[0.9984176,0.00005773564,0.0007634613,0.0005346671,0.0001435765,0.00008294444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002200401,0.002289908,0.01583575,0.009200825,0.02214318,0.001444787,0.01278801,0.00008070628,0.0002154751,0.5016045,0.03103868,0.4031382],"study_design_scores_gemma":[0.01223748,0.001877193,0.4023888,0.004169693,0.008499449,0.002249795,0.3418428,0.03663197,0.002144161,0.006798312,0.1786507,0.002509686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08597387,0.0001481793,0.9062193,0.004739404,0.0004690835,0.0001806455,0.000005550512,0.0001254954,0.002138476],"genre_scores_gemma":[0.9259319,0.0009085148,0.07106055,0.001796848,0.0001289647,0.000008535869,0.000005032834,0.00001214935,0.0001475242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.839958,"threshold_uncertainty_score":0.6185533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008472823862808353,"score_gpt":0.2560895837267089,"score_spread":0.2476167598639005,"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."}}