{"id":"W1581657708","doi":"10.5772/23239","title":"A Spatial Analysis of Acupuncture Practitioners in Ontario, Canada: Assessing Regional and Intra-Metropolitan Trends","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Metropolitan area; Regional science; Geography; Cartography; Medicine; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007175964,0.000293264,0.000405453,0.004150243,0.002760349,0.001492498,0.001503178,0.0003949941,0.002074379],"category_scores_gemma":[0.003280556,0.0003147202,0.0007232667,0.01441427,0.0009902876,0.0005378369,0.001560918,0.0003870748,0.0002886995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03603737,"about_ca_system_score_gemma":0.04233708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970849,"about_ca_topic_score_gemma":0.9985336,"domain_scores_codex":[0.998961,0.00006754763,0.00009544412,0.0001872637,0.0003836611,0.0003051516],"domain_scores_gemma":[0.9961445,0.000305532,0.0009562242,0.0001298407,0.001931417,0.000532459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006323009,0.00001476967,0.9859364,0.0001381616,0.00007132335,0.0001259587,0.003720931,0.0002699805,0.0003363935,0.0003621029,0.001438013,0.007522747],"study_design_scores_gemma":[0.000002319981,0.00001316012,0.9933844,0.00003636392,0.00002184043,0.00004411282,0.0046916,0.0003411935,0.00003836779,0.00002439471,0.001393299,0.000008860855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805675,0.001993003,0.000440613,0.0007495019,0.00001450312,0.00007729956,0.01218107,0.00003224434,0.003944196],"genre_scores_gemma":[0.9940341,0.001063335,0.000619732,0.0000606233,0.00000718261,0.00003773899,0.002572512,0.000009334055,0.001595424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03603737,"threshold_uncertainty_score":0.2614707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545319616018144,"score_gpt":0.3044942847039781,"score_spread":0.2490410885437967,"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."}}