{"id":"W4283691246","doi":"10.54434/candj.110","title":"Naturopathic Medicine and Group Visits: A Natural Alignment","year":2022,"lang":"en","type":"article","venue":"CAND Journal","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Naturopathy; Medicine; Alternative medicine; Medical education; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004775718,0.0001196574,0.0002635651,0.0001345335,0.0005719586,0.000008894358,0.00006812783,0.000004470086,0.001138752],"category_scores_gemma":[0.00008294707,0.00008054313,0.00004543452,0.0001172955,0.0001380659,0.00004300408,0.0001443599,0.0006495286,9.403066e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256509,"about_ca_system_score_gemma":0.00003216153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001529791,"about_ca_topic_score_gemma":0.000005561293,"domain_scores_codex":[0.9988551,0.00008744453,0.0002373938,0.0001499543,0.0004725038,0.0001975882],"domain_scores_gemma":[0.9995414,0.00007383322,0.00009293761,0.00007925365,0.0000492402,0.0001633425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002990245,0.0006585488,0.4938678,0.0003404471,0.002189867,0.01146922,0.02144353,0.000008691412,0.04625122,0.009965907,0.1006503,0.3101642],"study_design_scores_gemma":[0.01929399,0.01044469,0.2644665,0.0005572367,0.0006327839,0.03070744,0.03857281,0.0001995258,0.0002528925,0.002148523,0.6322921,0.0004314907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630415,0.0240893,0.0001016267,0.00961077,0.001632086,0.000166025,0.000007455074,0.00001599621,0.001335209],"genre_scores_gemma":[0.994165,0.0005926176,0.00007865859,0.003125364,0.001341417,0.000008842986,0.00001099621,0.000009387191,0.0006677234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5316418,"threshold_uncertainty_score":0.9997743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882154417018032,"score_gpt":0.3126513566260183,"score_spread":0.2838298124558379,"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."}}