{"id":"W1951105026","doi":"10.1111/j.1365-2923.2010.03907.x","title":"Practice makes perfect... sometimes","year":2011,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rose (mathematics); Citation; Suite; Library science; History; Law; Computer science; Political science","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":[0.007465351,0.0007420481,0.0007880008,0.0004726924,0.006718241,0.00541599,0.001739176,0.05356257,0.01239526],"category_scores_gemma":[0.03590035,0.0004848098,0.001009825,0.0004830877,0.01136594,0.01083471,0.003950441,0.05673518,0.007551328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004558534,"about_ca_system_score_gemma":0.006774639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00956396,"about_ca_topic_score_gemma":0.01965521,"domain_scores_codex":[0.9913884,0.002909233,0.0005414004,0.0009911202,0.002897563,0.001272301],"domain_scores_gemma":[0.9902008,0.00436941,0.0007816905,0.0006732607,0.001941054,0.002033723],"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":[0.00002700365,0.00003371196,0.0006227475,0.00005906638,0.00001281579,0.001520008,0.0007204245,0.00005016763,0.0001276024,0.03342774,0.9521589,0.01123993],"study_design_scores_gemma":[0.00004345681,0.00003653885,0.0005297923,0.000348008,0.00001066457,0.002423463,0.001853442,0.0001576077,0.0001448527,0.03150756,0.9629113,0.00003330456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002053803,0.0006876558,0.0001049723,0.9878286,0.004064356,0.000002877832,0.000006180202,0.00001239269,0.007087613],"genre_scores_gemma":[0.005128371,0.0007429484,0.0001802728,0.9798638,0.004467626,0.000009230225,0.000006505439,0.00001360857,0.009587584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05356257,"threshold_uncertainty_score":0.0414663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520821422610333,"score_gpt":0.3514173958406708,"score_spread":0.3362091816145675,"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."}}