{"id":"W4367048606","doi":"10.22541/au.168252884.45238740/v1","title":"A survey of North American physicians' clinical practices related to pharmacologic, herbal, and nutritional substances used to increase milk production","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Family medicine; Alternative medicine; Clinical Practice; Traditional medicine","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":[0.001546821,0.0001648886,0.0002293186,0.001376323,0.001269199,0.0005768192,0.0003642501,0.0005131119,0.003073771],"category_scores_gemma":[0.004460543,0.0002743359,0.0002662409,0.002664342,0.0005319154,0.0005438928,0.000432515,0.0004511304,0.000560406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003532278,"about_ca_system_score_gemma":0.004863753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3889411,"about_ca_topic_score_gemma":0.5230821,"domain_scores_codex":[0.9984788,0.0003228041,0.0002094503,0.0001846793,0.0005991037,0.0002051134],"domain_scores_gemma":[0.9894906,0.0024428,0.00368382,0.0002272812,0.002475994,0.001679546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006856349,0.0001142762,0.9875366,0.00009538471,0.00002118722,0.00006753767,0.003216265,0.00002692811,0.000310083,0.00002387592,0.002908746,0.005610663],"study_design_scores_gemma":[0.000008121632,0.0000758876,0.9952111,0.00003231118,0.000006677602,0.00008814919,0.003148761,0.00006458753,0.00004719411,0.000005391672,0.001306256,0.000005587983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939831,0.0003022419,0.00006172385,0.000514943,0.000007768521,0.00009021148,0.00287582,0.000009602965,0.002154541],"genre_scores_gemma":[0.9950678,0.0009153466,0.0005113479,0.0009935533,0.00003067812,0.0001224429,0.001510973,0.000003466294,0.0008442159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3889411,"threshold_uncertainty_score":0.7733545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559616862476873,"score_gpt":0.4389495924981027,"score_spread":0.2829879062504154,"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."}}