{"id":"W2751444652","doi":"10.1177/2374373517726074","title":"Occasionally a Patient","year":2017,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004931858,0.00009976033,0.0002546291,0.00005213891,0.0009800131,0.00002703731,0.0004471057,0.00009348753,0.001690508],"category_scores_gemma":[0.006756297,0.00006737463,0.00009450592,0.00003568376,0.0001603006,0.000614865,0.0001881664,0.0005918127,0.000137817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007688483,"about_ca_system_score_gemma":0.0002747381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005803777,"about_ca_topic_score_gemma":0.000007706676,"domain_scores_codex":[0.9977801,0.0002442389,0.0008598549,0.0001280059,0.0007002325,0.0002875487],"domain_scores_gemma":[0.9964505,0.0004617753,0.001836327,0.0004720635,0.0004894632,0.0002898071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001083758,0.00131077,0.5115755,0.0002149464,0.00007248772,0.0006094528,0.3516379,0.00001337987,0.003886105,0.005095548,0.04923274,0.07526741],"study_design_scores_gemma":[0.000906625,0.001605408,0.05767737,0.0007809474,0.00002164817,0.00003926089,0.05823895,0.00003732676,0.0008526869,0.0009050727,0.878736,0.0001987596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855894,0.0001213628,0.00008176963,0.005018161,0.002457469,0.0001870122,0.000001959322,0.000007567838,0.00653532],"genre_scores_gemma":[0.9965723,0.00005005329,0.001361975,0.001441328,0.0003480732,0.00001755542,3.216689e-7,0.000007244435,0.0002012151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8295032,"threshold_uncertainty_score":0.9992221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883183218443414,"score_gpt":0.4814405611294063,"score_spread":0.3931222392850649,"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."}}