{"id":"W26157273","doi":"10.1589/jpts.27.1609","title":"Expert querying and redirection with rule responder","year":2007,"lang":"en","type":"article","venue":"Journal of Physical Therapy Science","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research and Productivity Council","funders":"","keywords":"Computer science; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.01065033,0.001267757,0.001945781,0.002782199,0.001035207,0.00220868,0.003227901,0.002253608,0.01302522],"category_scores_gemma":[0.04652111,0.0004624651,0.0008280196,0.00177329,0.0007018834,0.00334129,0.001943286,0.001243783,0.007718859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005106851,"about_ca_system_score_gemma":0.001619246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002513988,"about_ca_topic_score_gemma":0.002582914,"domain_scores_codex":[0.9884093,0.005090131,0.001180705,0.00222625,0.002546517,0.0005471149],"domain_scores_gemma":[0.9683214,0.0197623,0.001133417,0.006505671,0.00373883,0.0005383396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002098118,0.0008742306,0.01429149,0.000619283,0.0001432388,0.001227332,0.001548716,0.008555267,0.01458677,0.004477574,0.03195216,0.9196258],"study_design_scores_gemma":[0.0007831299,0.001581043,0.01165771,0.0005615495,0.0005534517,0.005422994,0.0045474,0.6705922,0.09694345,0.04793066,0.1590798,0.0003465418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.102121,0.0009161642,0.8307399,0.002564645,0.0004444641,0.002583333,0.002355798,0.03407611,0.02419864],"genre_scores_gemma":[0.5391534,0.0004529993,0.4399244,0.002074882,0.0002867232,0.001181254,0.003534768,0.0008694301,0.01252219],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01302522,"threshold_uncertainty_score":0.05632496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926696539515355,"score_gpt":0.3098640221582141,"score_spread":0.2905970567630605,"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."}}