{"id":"W4308354356","doi":"10.1177/17151635221135415","title":"AFPC CPERC 2022 Abstracts: Oral and Poster Presentations","year":2022,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Information retrieval; Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003960401,0.0003002316,0.0003501161,0.0003279847,0.001448983,0.0001079665,0.0003033155,0.00003003275,0.004981088],"category_scores_gemma":[0.0000726275,0.0003323678,0.00010502,0.0005277563,0.0002076496,0.0003626707,0.00008103692,0.001038265,0.000005915971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00278699,"about_ca_system_score_gemma":0.003944971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02479404,"about_ca_topic_score_gemma":0.04748617,"domain_scores_codex":[0.9975625,0.0001369938,0.0004970737,0.0003770285,0.0005722439,0.0008542056],"domain_scores_gemma":[0.9970408,0.00006605463,0.0001995994,0.000223678,0.0003036869,0.002166144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001871787,0.0002840184,0.02572112,0.000510405,0.00143243,0.311381,0.007853395,0.007266044,0.0314293,0.0001089026,0.08934529,0.5227963],"study_design_scores_gemma":[0.003102845,0.0000878583,0.0006219326,0.000008175221,0.0001780065,0.6743308,0.0001160099,0.0004255808,0.001002843,0.00007784268,0.3196777,0.0003703926],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891406,0.003780391,0.00003601766,0.001360883,0.001964214,0.0005453319,0.001046123,0.00003756658,0.002088853],"genre_scores_gemma":[0.9882442,0.001190672,0.0002348104,0.007251269,0.0004948406,0.00005801853,0.00007038526,0.00007141794,0.002384324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5224259,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108185476354567,"score_gpt":0.2948218582331299,"score_spread":0.2637400034695842,"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."}}