{"id":"W839887192","doi":"10.71781/652","title":"Technology adoption among Canadian dentists","year":2008,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001558418,0.0003336956,0.0003213673,0.002553139,0.003188578,0.002962833,0.0009550792,0.0006837842,0.004660763],"category_scores_gemma":[0.006433949,0.0004132034,0.0005488137,0.006734628,0.00072786,0.0007537976,0.001157231,0.0009933742,0.0004509803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0431742,"about_ca_system_score_gemma":0.0659103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938546,"about_ca_topic_score_gemma":0.995715,"domain_scores_codex":[0.9979122,0.0001111235,0.00009659982,0.0002075302,0.001067602,0.0006049752],"domain_scores_gemma":[0.9955388,0.0004819682,0.0005699529,0.00009077111,0.002389876,0.0009285597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001530643,0.000171295,0.8594611,0.0002754666,0.00004920261,0.0003654937,0.04843342,0.0001528798,0.0008063623,0.001035561,0.01132486,0.07777133],"study_design_scores_gemma":[0.000007865316,0.00005268694,0.9643026,0.0001255355,0.0000263604,0.00006537297,0.0239033,0.0001815945,0.0001399249,0.00003040137,0.01113127,0.00003305729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786946,0.002388701,0.0001194657,0.002650935,0.00005432381,0.0001136874,0.002699758,0.00001907158,0.01325936],"genre_scores_gemma":[0.9862016,0.003576767,0.0002536779,0.0004398124,0.00001920898,0.00005158519,0.0008840063,0.00001110886,0.008562357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0431742,"threshold_uncertainty_score":0.3132523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002877761093224,"score_gpt":0.5262621141655235,"score_spread":0.4259743380562011,"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."}}