{"id":"W938367406","doi":"10.1093/pch/19.1.7","title":"My modus operandi","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001156143,0.001224035,0.0008294237,0.001321847,0.00325545,0.002437145,0.001092262,0.003133559,0.01680908],"category_scores_gemma":[0.006687623,0.000264504,0.0007739526,0.0004903941,0.004045823,0.003035323,0.003302763,0.009095118,0.004944738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306086,"about_ca_system_score_gemma":0.00261646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011535,"about_ca_topic_score_gemma":0.001462833,"domain_scores_codex":[0.9988875,0.0001578703,0.00006675545,0.0002593116,0.0003084704,0.0003200435],"domain_scores_gemma":[0.9989709,0.0002280847,0.0001637282,0.0000676976,0.0001741643,0.000395453],"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":[0.0002494652,0.0001404741,0.007724253,0.0003815886,0.00006925962,0.07246678,0.002500372,0.0004379898,0.001630664,0.1803882,0.5695056,0.1645054],"study_design_scores_gemma":[0.00008318174,0.0001385969,0.002188764,0.001435508,0.00003958552,0.2725939,0.001299869,0.0007021971,0.0007508128,0.07753439,0.6431424,0.00009092172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04780381,0.06849937,0.01633579,0.4801888,0.05846727,0.0002776008,0.0007532743,0.0009365111,0.3267376],"genre_scores_gemma":[0.433697,0.05251221,0.0159204,0.2054604,0.04955348,0.0008483398,0.001066308,0.0006390738,0.2403028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01680908,"threshold_uncertainty_score":0.05623198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781415505249248,"score_gpt":0.357587609230457,"score_spread":0.3297734541779646,"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."}}