{"id":"W324480848","doi":"10.1177/070674370705201001","title":"Dr Alexander Hamilton Leighton","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Public Health and Social Inequalities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychoanalysis; Psychology; Gerontology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005184729,0.00006757955,0.0001282818,0.0001611727,0.001505916,0.0001179452,0.0004188193,0.0001240939,0.0004351713],"category_scores_gemma":[0.0001932426,0.0000495366,0.00009940333,0.0002804781,0.0003554679,0.0001775992,0.000002689959,0.0003485085,0.00001833136],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883658,"about_ca_system_score_gemma":0.01096079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2837068,"about_ca_topic_score_gemma":0.9815283,"domain_scores_codex":[0.9984584,0.0002140629,0.0003649438,0.0000554553,0.0003435192,0.0005636336],"domain_scores_gemma":[0.9984003,0.0001222945,0.0002119311,0.0001037153,0.0001549018,0.001006825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001336999,0.0000113097,0.05125998,0.000006971094,0.00002707614,0.00001468805,0.04430584,9.303825e-7,0.000001020106,0.8100639,0.09255376,0.001741158],"study_design_scores_gemma":[0.0001919042,0.00004663356,0.01988997,0.00002702307,0.00001325942,0.00001133053,0.02891698,5.704696e-7,0.000002174655,0.0654648,0.8853367,0.00009865512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3088891,0.00425732,0.0005801457,0.2917465,0.01456008,0.0002118462,0.00001013922,0.0000211338,0.3797238],"genre_scores_gemma":[0.9840378,0.00006138264,0.000338685,0.005681954,0.004329172,4.557376e-7,6.01374e-7,0.000009336497,0.005540647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.792783,"threshold_uncertainty_score":0.999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04833163748247567,"score_gpt":0.3507811300656961,"score_spread":0.3024494925832205,"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."}}