{"id":"W1991790236","doi":"10.1177/106689690000800417","title":"Notes on Collecting Classic Pathology Textbooks","year":2000,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pathology; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007151678,0.001248856,0.001249706,0.0264664,0.006951039,0.006120408,0.003132951,0.001918562,0.04970248],"category_scores_gemma":[0.06864309,0.0007582222,0.001049972,0.02525183,0.0027258,0.005803687,0.005785209,0.003459269,0.02421425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003408771,"about_ca_system_score_gemma":0.005704714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101497,"about_ca_topic_score_gemma":0.03434707,"domain_scores_codex":[0.9854386,0.001593882,0.002848589,0.0008440416,0.008580128,0.0006947852],"domain_scores_gemma":[0.9044122,0.02874276,0.005832113,0.00700846,0.0500777,0.003926846],"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":[0.0001387692,0.0001097597,0.003312841,0.0008575728,0.0000244136,0.001205399,0.002518705,0.0002326888,0.002593355,0.007897639,0.7473599,0.2337489],"study_design_scores_gemma":[0.00001016446,0.00003114103,0.003231831,0.000360486,0.00002193146,0.0006334234,0.001765248,0.00008537066,0.001266936,0.002942213,0.9896045,0.00004669654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0483389,0.03691285,0.04039312,0.1154568,0.2349409,0.00264516,0.01758484,0.00768096,0.4960464],"genre_scores_gemma":[0.05092487,0.02341096,0.1496745,0.03594305,0.07602444,0.001048225,0.01195749,0.004324616,0.6466919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04970248,"threshold_uncertainty_score":0.1662714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101756291181898,"score_gpt":0.4563609881018744,"score_spread":0.3546046969199764,"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."}}