{"id":"W1986342099","doi":"10.1136/bmj.323.7327.1491","title":"Longevity of screenwriters who win an academy award: longitudinal study","year":2001,"lang":"en","type":"article","venue":"BMJ","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Women's College Hospital","funders":"","keywords":"Longevity; Life expectancy; Demography; Gerontology; Expectancy theory; Confidence interval; Medicine; Psychology; Sociology; Internal medicine; Social psychology; Population","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":[0.0005199114,0.000106995,0.00021275,0.00007491306,0.0002171047,0.0000580218,0.000190116,0.00002959178,0.003509968],"category_scores_gemma":[0.00004448201,0.00008627165,0.0000512858,0.00004529301,0.0003287047,0.0002343939,0.00006992405,0.0001513929,0.0001015873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000019396,"about_ca_system_score_gemma":0.00002504762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000668964,"about_ca_topic_score_gemma":0.001049112,"domain_scores_codex":[0.9988167,0.0001440872,0.0002398435,0.0002048417,0.0003557659,0.000238809],"domain_scores_gemma":[0.9994937,0.00006740339,0.00006847009,0.0001784614,0.000092651,0.00009931727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002877086,0.001035095,0.7488235,0.00003400501,0.0001537182,0.00008627266,0.01108028,0.000005717608,0.0000190398,0.1955788,0.0304501,0.01244576],"study_design_scores_gemma":[0.0008263245,0.001030441,0.8578224,0.0000497269,0.00005582261,0.000009306294,0.05590432,0.0002387484,0.00003624514,0.0005227145,0.08324552,0.0002584264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7553564,0.00007282197,0.0002035735,0.0008137282,0.0000201489,0.0004410698,0.00002797418,0.00003344323,0.2430309],"genre_scores_gemma":[0.9862879,0.00001278087,0.00004242008,0.00005422724,0.0005572854,0.00002261337,0.000005430327,0.00001183815,0.01300553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309315,"threshold_uncertainty_score":0.9974009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198092789501773,"score_gpt":0.4108146649136352,"score_spread":0.2127218754118622,"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."}}