{"id":"W2091050465","doi":"10.1007/s005400200031","title":"A life of passion and serendipity","year":2002,"lang":"en","type":"article","venue":"Journal of Anesthesia","topic":"History of Medical Practice","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Serendipity; Passion; Pain medicine; Medicine; Anesthesiology; Anesthesia; Psychology; Psychotherapist; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004499773,0.00005478382,0.0002647315,0.00008601181,0.00002290637,0.000002865744,0.00004795985,0.00006219069,0.0005209802],"category_scores_gemma":[0.00125418,0.00003872752,0.00006350325,0.00006324504,0.00008775931,0.0001111411,0.000005098995,0.000265483,0.00001394283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001862624,"about_ca_system_score_gemma":0.00006439596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002994788,"about_ca_topic_score_gemma":1.211378e-7,"domain_scores_codex":[0.9991403,0.00006390543,0.0003074235,0.00005012571,0.000362827,0.00007544572],"domain_scores_gemma":[0.9989617,0.0001232964,0.00034153,0.00008975265,0.0001141308,0.0003696281],"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":[0.002515186,0.002755531,0.04646685,0.0008762674,0.000376386,0.01636721,0.005321684,0.000005304042,0.01423377,0.0003662389,0.7861456,0.12457],"study_design_scores_gemma":[0.003439602,0.002952006,0.1433226,0.0005835969,0.0003900652,0.04969203,0.0003431074,0.0003352718,0.000796912,0.00007886178,0.7979246,0.0001413124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626505,0.002018802,0.00005180945,0.03367463,0.00004640843,0.00004004777,7.19829e-8,0.000004689553,0.001513051],"genre_scores_gemma":[0.9961872,0.0004286148,0.001224263,0.001490938,0.0001777954,1.422564e-7,7.787677e-8,0.000006970819,0.0004839892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244287,"threshold_uncertainty_score":0.5704368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060810797100059,"score_gpt":0.2682339577903427,"score_spread":0.2376258498193421,"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."}}