{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001329051,0.0002454786,0.0007053463,0.0002771992,0.00009461771,0.00001016581,0.0004181185,0.00008217392,0.08745311],"category_scores_gemma":[0.003005099,0.00008275539,0.0001511335,0.0003512579,0.0008616106,0.0001332142,0.00002249086,0.0008573907,0.0001007831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005553188,"about_ca_system_score_gemma":0.00004530008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008538645,"about_ca_topic_score_gemma":0.00005132496,"domain_scores_codex":[0.9977367,0.0005291532,0.0009561955,0.0001354601,0.0004170692,0.0002254318],"domain_scores_gemma":[0.9955849,0.001867131,0.001076818,0.0002719461,0.00105559,0.000143631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003797651,0.0001331895,0.000543038,0.0000173241,0.000842216,0.0002323374,0.3843049,0.00000151409,0.03400266,0.02345298,0.4262103,0.1298798],"study_design_scores_gemma":[0.002745398,0.003477517,0.01162599,0.000998572,0.0001239381,0.0004928587,0.9544594,0.00002936529,0.002084085,0.001385032,0.02243817,0.0001396777],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6355188,0.08774141,0.006449942,0.04274062,0.004526612,0.0006249885,0.000006362345,0.00003885994,0.2223524],"genre_scores_gemma":[0.9797348,0.0001284047,0.000197136,0.004370525,0.001419329,0.0000118296,0.000005228904,0.00001997096,0.0141128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5701545,"threshold_uncertainty_score":0.9133811,"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."}}