{"id":"W4386590122","doi":"10.22454/fammed.2023.261011","title":"Novel Performance Rating Instruments for Gynecological Procedures in Primary Care: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Family Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Primary care; Medicine; Family medicine; Psychology; Medical physics","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":[0.0186782,0.0005932146,0.0005377987,0.0008997374,0.000667364,0.0005062334,0.0006717158,0.0006884411,0.002052904],"category_scores_gemma":[0.03657796,0.0003624698,0.0006885828,0.0005008596,0.0007820633,0.0007834011,0.001128713,0.0009124872,0.0004112488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215631,"about_ca_system_score_gemma":0.002223035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437492,"about_ca_topic_score_gemma":0.003735243,"domain_scores_codex":[0.9918687,0.00524298,0.0006364795,0.0004987782,0.001353525,0.0003994616],"domain_scores_gemma":[0.9621305,0.02347451,0.003585949,0.001997546,0.006977763,0.001833648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00311695,0.01449068,0.6782939,0.001394764,0.0001629509,0.0006510732,0.02049722,0.00121996,0.01160542,0.0002090839,0.001932885,0.2664251],"study_design_scores_gemma":[0.001591317,0.05256522,0.9281169,0.0001789497,0.0001432806,0.001093297,0.006004482,0.002935434,0.003944259,0.0001963858,0.003155528,0.00007496811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939043,0.0001027316,0.002570549,0.0001182453,0.0000242535,0.00243717,0.000110272,0.00002627728,0.0007061004],"genre_scores_gemma":[0.9619085,0.0002297031,0.03295845,0.0001547037,0.00005577136,0.003981144,0.0002535406,0.00001266944,0.0004454526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186782,"threshold_uncertainty_score":0.09878099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520471702659618,"score_gpt":0.3960499813196599,"score_spread":0.2440028110536981,"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."}}