{"id":"W2986234441","doi":"10.1007/978-981-32-9779-1_25","title":"Principles of Prescription Writing","year":2019,"lang":"en","type":"book-chapter","venue":"Introduction to Basics of Pharmacology and Toxicology","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Medical prescription; Cosmetics; Legislation; Government (linguistics); Brand names; Medicine; Prescription drug; Family medicine; Advertising; Business; Pharmacology; Political science; Law","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":[0.000602491,0.0002159984,0.0005347589,0.0003304521,0.000115692,0.00002104217,0.0001865306,0.0004039628,0.003226486],"category_scores_gemma":[0.00008760979,0.0002274141,0.00008598703,0.0000143655,0.000505485,0.0001881454,0.0001407871,0.0006426261,0.00002845722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003636567,"about_ca_system_score_gemma":0.00009512791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385791,"about_ca_topic_score_gemma":0.00002268537,"domain_scores_codex":[0.9985169,0.00006288051,0.0006717881,0.0004004649,0.0001367865,0.0002112176],"domain_scores_gemma":[0.9986729,0.0002044273,0.0005863735,0.0001406821,0.0003412805,0.00005431285],"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":[0.0001080362,0.00003342446,0.00004665898,0.0002717732,0.0001448834,0.000001342138,0.001796227,0.00006984187,0.006349316,0.9396569,0.04830563,0.003216008],"study_design_scores_gemma":[0.0003125247,0.0003291352,0.00002837825,0.00005251992,0.0001811882,0.00001486223,0.0002109442,0.00002672254,0.002689388,0.003730283,0.9922359,0.0001881383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02111981,0.001591747,0.00008361134,0.02025572,0.01039046,0.0009006944,0.0002766835,0.0000984396,0.9452828],"genre_scores_gemma":[0.1944145,0.0005078714,0.0003015789,0.001475359,0.02230983,0.00002426241,0.0001067045,0.00007758435,0.7807823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9439303,"threshold_uncertainty_score":0.9976847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03532490624291119,"score_gpt":0.2674037799426542,"score_spread":0.232078873699743,"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."}}