{"id":"W1971813277","doi":"10.1007/bf03017049","title":"Locked out and still knocking: predictors of excessive pca use","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Business","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":[0.000464071,0.0003636787,0.0003860676,0.0009773178,0.0007416928,0.001264627,0.0005723229,0.001497961,0.006224135],"category_scores_gemma":[0.00598746,0.0005175496,0.00106984,0.001234133,0.000487789,0.0006404015,0.0004991845,0.002303003,0.0005164298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453776,"about_ca_system_score_gemma":0.001483203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044069,"about_ca_topic_score_gemma":0.02650015,"domain_scores_codex":[0.999273,0.0001243589,0.0001211671,0.00008737134,0.0001992677,0.0001948946],"domain_scores_gemma":[0.9899129,0.00289845,0.003609839,0.0004118375,0.0004961525,0.002670885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009072119,0.00008091589,0.9985875,0.000006620517,0.00004266543,0.00008960538,0.00003563742,0.00003059504,0.0001098114,0.00001673738,0.0001013684,0.0008078231],"study_design_scores_gemma":[0.000003019197,0.00006626904,0.9988519,0.00000935282,0.00003381407,0.0003335808,0.0001674418,0.0003526197,0.00003381513,0.00003508383,0.0001058357,0.000007293923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971169,0.0004993323,0.0001198565,0.0003033406,0.00004054293,0.00001335761,0.0003900939,0.000008379825,0.001508173],"genre_scores_gemma":[0.9990969,0.0001814549,0.0001338423,0.00005012604,0.00004627071,0.000004512832,0.0001773438,0.000005184676,0.000304475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02044069,"threshold_uncertainty_score":0.04064345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375008081620388,"score_gpt":0.2360697881879686,"score_spread":0.2223197073717647,"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."}}