{"id":"W4221040858","doi":"10.4103/cjrm.cjrm_5_22","title":"Wave theory of rural medicine","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Rural Medicine","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009826199,0.002137756,0.00197211,0.004988909,0.005036061,0.009673546,0.003526167,0.01855894,0.01114333],"category_scores_gemma":[0.02939685,0.0008474588,0.001642175,0.002511746,0.008300084,0.006558409,0.002174961,0.02089617,0.002682577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008645273,"about_ca_system_score_gemma":0.007414196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01931544,"about_ca_topic_score_gemma":0.04964982,"domain_scores_codex":[0.9944322,0.001967893,0.0003396019,0.0003853598,0.002570249,0.0003047111],"domain_scores_gemma":[0.9693382,0.02254233,0.0004640164,0.00070373,0.005334373,0.001617412],"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":[0.000009443995,0.000006367515,0.00001620749,0.000109013,0.00001029487,0.00002893751,0.00006676061,0.00004406997,0.00000715667,0.01762118,0.979175,0.002905634],"study_design_scores_gemma":[0.00005186749,0.00001076499,0.0002775916,0.0003001295,0.00003306883,0.00005567436,0.0002211978,0.0003505846,0.00002616921,0.03482321,0.9638292,0.00002063386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007523454,0.01822858,0.0003605946,0.2101781,0.7606589,0.00001258189,0.00006769885,0.00002717144,0.01039127],"genre_scores_gemma":[0.002948041,0.01301915,0.0002368052,0.05343425,0.904615,0.0000293218,0.00003269961,0.00004258257,0.02564225],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01931544,"threshold_uncertainty_score":0.06272608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06717109916688505,"score_gpt":0.4640760466295391,"score_spread":0.396904947462654,"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."}}