{"id":"W2018060413","doi":"10.1007/s13187-010-0164-0","title":"When your Best is not Good Enough","year":2010,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine","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":[0.01905438,0.000459453,0.001334831,0.001595453,0.01144898,0.01180691,0.001180703,0.006631001,0.01663438],"category_scores_gemma":[0.109209,0.0005188069,0.001001975,0.001001426,0.00860095,0.009136958,0.005986385,0.01796528,0.006026879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004297886,"about_ca_system_score_gemma":0.01220828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004211478,"about_ca_topic_score_gemma":0.01397556,"domain_scores_codex":[0.9681368,0.01263915,0.001934112,0.0009519579,0.01208284,0.004255278],"domain_scores_gemma":[0.913498,0.02134953,0.00617611,0.003351662,0.02872585,0.02689881],"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":[0.0001482207,0.0004532507,0.02359274,0.0004645476,0.0002395474,0.0009658067,0.009489548,0.00006719334,0.0006112856,0.009358233,0.8071281,0.1474817],"study_design_scores_gemma":[0.0001188913,0.0004146863,0.01740465,0.003158044,0.0002724597,0.003650566,0.07324161,0.0002432597,0.001320941,0.04947934,0.850455,0.0002406233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01289531,0.008722087,0.000752176,0.920688,0.02534058,0.00002913992,0.00005355871,0.00009651027,0.03142262],"genre_scores_gemma":[0.3569604,0.01447529,0.006721598,0.5441054,0.01665003,0.000144074,0.0001840723,0.0004105816,0.06034863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01905438,"threshold_uncertainty_score":0.1007704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08372358182473759,"score_gpt":0.4826812785200079,"score_spread":0.3989576966952703,"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."}}