{"id":"W1988982159","doi":"10.1176/appi.ap.32.3.183","title":"Practical Strategies for Becoming a Successful Medical Book Author","year":2008,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health","keywords":"Publishing; Medical writing; Focus (optics); Advice (programming); Computer science; Medical education; Engineering ethics; World Wide Web; Public relations; Medicine; Engineering; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002925862,0.0001344035,0.0002250361,0.0001387656,0.001749244,0.000008842511,0.000427877,0.0006880254,0.001760448],"category_scores_gemma":[0.002539858,0.0001106487,0.00006326752,0.0003084918,0.0002315702,0.0007085538,0.00008051061,0.002535459,0.0004819258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273629,"about_ca_system_score_gemma":0.01900494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002125355,"about_ca_topic_score_gemma":0.0001354255,"domain_scores_codex":[0.9965453,0.0003986721,0.0007376354,0.0003781254,0.0007883772,0.001151874],"domain_scores_gemma":[0.9968016,0.001718948,0.00020733,0.0002303431,0.0001417083,0.0009001313],"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":[0.00006404109,0.00004576659,0.07862888,0.0002216268,0.00000659558,0.000001591352,0.002539996,3.213068e-7,0.000009910033,0.01835201,0.8998138,0.0003154798],"study_design_scores_gemma":[0.001465428,0.0002187071,0.03718919,0.000404901,0.00001305613,0.00007035702,0.02850542,0.00204273,0.000004127228,0.02183094,0.9079554,0.0002997282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4693621,0.002017215,0.01414165,0.4887016,0.01146759,0.002069952,0.00002112662,0.0002430458,0.01197576],"genre_scores_gemma":[0.8149696,0.003901001,0.03597111,0.1043865,0.01893735,0.002522784,0.00007369841,0.00009604014,0.01914189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.384315,"threshold_uncertainty_score":0.9997658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2686675114644897,"score_gpt":0.5743569954077151,"score_spread":0.3056894839432254,"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."}}