{"id":"W4384302957","doi":"10.2196/46576","title":"In Memoriam: William Weston","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoanalysis; Philosophy; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000588451,0.00005926772,0.0001230756,0.0002066044,0.0001174533,0.00001032676,0.00009109037,0.00005199632,0.003886463],"category_scores_gemma":[0.00002687284,0.00005373622,0.00002188307,0.0001251364,0.0002056191,0.0001238112,0.00002164407,0.0001292248,0.002854437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001564729,"about_ca_system_score_gemma":0.00002327936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001710816,"about_ca_topic_score_gemma":0.0003191076,"domain_scores_codex":[0.9994202,0.00003361837,0.0001885243,0.0001063164,0.00007090281,0.0001803973],"domain_scores_gemma":[0.9997525,0.00005389635,0.00003029057,0.0001095529,0.00002392456,0.00002989492],"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":[0.00000277709,0.00002140843,0.0002155082,0.00001698064,0.000002428033,0.00007820423,0.006149226,3.661955e-7,0.00001135316,0.4084114,0.5849183,0.0001720404],"study_design_scores_gemma":[0.0001817062,0.000009884576,0.0007222908,0.000007088543,0.00000131755,0.00001915994,0.000409913,0.00004732755,0.00001579149,0.006529362,0.9919919,0.00006422854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.431985,0.0001213119,0.00001239824,0.02554803,0.01174468,0.0003591178,0.00001888023,0.0004500191,0.5297605],"genre_scores_gemma":[0.9526079,0.00001444505,0.0000129859,0.004086173,0.001009332,0.0001639516,0.00006324346,0.00001435401,0.0420276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5206229,"threshold_uncertainty_score":0.9979219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127725862030292,"score_gpt":0.283125870976613,"score_spread":0.24184861235631,"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."}}