{"id":"W2139208710","doi":"10.3736/jintegrmed2013026","title":"The language of integrative medicine","year":2013,"lang":"en","type":"article","venue":"Journal of Integrative Medicine","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Memorial Chiropractic College","funders":"","keywords":"Vocabulary; Lexicon; Phraseology; Linguistics; Fluency; Grammar; Warrant; English language; Unified Medical Language System; Computer science; Artificial intelligence; Psychology; Natural language processing; Philosophy","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":[0.003943325,0.0004499744,0.0006217963,0.001469045,0.001601972,0.005186161,0.0007110894,0.002399153,0.009638385],"category_scores_gemma":[0.009673523,0.0001915187,0.0002646476,0.0009753147,0.01182381,0.003022847,0.001811477,0.007280522,0.002219505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884758,"about_ca_system_score_gemma":0.003976379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662524,"about_ca_topic_score_gemma":0.002637868,"domain_scores_codex":[0.9976757,0.00148238,0.000174774,0.0001869885,0.0003856083,0.00009448],"domain_scores_gemma":[0.9945562,0.003409592,0.0003683116,0.0004013021,0.0007318368,0.0005326447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004831515,0.00004890767,0.0005513963,0.0005099154,0.00002252242,0.000165739,0.003439375,0.000109373,0.0008513309,0.7535707,0.1824526,0.05822976],"study_design_scores_gemma":[0.0000224321,0.00005988127,0.001237035,0.0006929599,0.00001519266,0.0005304203,0.001266903,0.0001942845,0.0002090783,0.1507038,0.8450463,0.00002170498],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006698543,0.2239294,0.01034179,0.3629783,0.06793581,0.00006664944,0.0002858246,0.0002571825,0.3275066],"genre_scores_gemma":[0.4025711,0.1126317,0.01804495,0.1635515,0.1158915,0.0004597468,0.0003963505,0.0004628282,0.1859903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009638385,"threshold_uncertainty_score":0.03224367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609680668932002,"score_gpt":0.3546829125278451,"score_spread":0.3385861058385251,"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."}}