{"id":"W3206239929","doi":"10.36834/cmej.70049","title":"Learning needs of family physicians, pediatricians and obstetricians to support breastfeeding and inform physician education","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Breastfeeding; Specialty; Family medicine; Psychological intervention; Medicine; Confidence interval; Nursing; Breast feeding; Psychology; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004081753,0.0001462295,0.000289426,0.0006646874,0.0002499435,0.0001148457,0.00009602812,0.0001426928,0.0004969717],"category_scores_gemma":[0.004348913,0.0001458073,0.00005697739,0.0009313807,0.00009732369,0.000389681,0.00002513631,0.0006692645,0.00001012625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784109,"about_ca_system_score_gemma":0.02737202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877305,"about_ca_topic_score_gemma":0.001112132,"domain_scores_codex":[0.9985118,0.00003662233,0.0004227145,0.0001586752,0.0005347168,0.0003354577],"domain_scores_gemma":[0.9952992,0.00008864251,0.0002208595,0.0001087691,0.0007515673,0.00353097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001313595,0.0001365725,0.02442563,0.00009664222,0.00003993092,0.0000151565,0.004342914,0.00000236775,0.0002717739,0.0006607988,0.01200839,0.9579867],"study_design_scores_gemma":[0.000931437,0.0008634588,0.4560244,0.001302478,0.0003573884,0.004766148,0.09865598,0.0001022009,0.0001317007,0.0002101147,0.4362217,0.0004329359],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574998,0.002791082,0.00002888359,0.104532,0.002225668,0.0001881108,0.000006784711,0.00001776289,0.03270986],"genre_scores_gemma":[0.9571605,0.000953727,0.0005146975,0.03807286,0.001608147,0.000007096712,0.00001902243,0.00001988877,0.001644117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9575537,"threshold_uncertainty_score":0.9781418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181827899234329,"score_gpt":0.2913621865425148,"score_spread":0.2795439075501716,"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."}}