{"id":"W2443361090","doi":"","title":"[Is there a tendency for professional saturation in orthodontics in Israel?].","year":2007,"lang":"he","type":"article","venue":"PubMed","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Certification; Medicine; Orthodontics; Work (physics); Quarter (Canadian coin); Population; Family medicine; Dentistry; Psychology; Medical education; Engineering; Sociology; Demography; Management; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01370359,0.0002973181,0.0004027417,0.0007863286,0.0004586296,0.00006081961,0.0004049235,0.0007532351,0.0005271233],"category_scores_gemma":[0.006421139,0.0002784664,0.0001079317,0.001314999,0.00009840178,0.0007123007,0.0001887812,0.001962163,0.0002896388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825354,"about_ca_system_score_gemma":0.001854666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024822,"about_ca_topic_score_gemma":0.00933383,"domain_scores_codex":[0.9940333,0.00116631,0.001385028,0.0006606003,0.0008570166,0.001897744],"domain_scores_gemma":[0.9955776,0.002492822,0.0004971308,0.0005258867,0.0005110205,0.0003955035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008609138,0.001013436,0.8691898,0.0007796504,0.00002170674,0.00001590368,0.007952547,8.709454e-7,0.00001684492,0.001914885,0.004428362,0.1138051],"study_design_scores_gemma":[0.002120645,0.00003448368,0.9441938,0.0002326996,0.00002035607,0.000003744684,0.02927989,0.0001397143,0.00006433941,0.00120177,0.0224449,0.0002636682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433539,0.002506476,0.0002159994,0.02562525,0.005401623,0.01286449,0.00008748715,0.00004310173,0.009901699],"genre_scores_gemma":[0.9468972,0.0004170564,0.0005236068,0.001777232,0.0008121254,0.005866523,0.00009818777,0.0000758121,0.04353226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135414,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1631000489350228,"score_gpt":0.5017625502957958,"score_spread":0.338662501360773,"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."}}