{"id":"W2089253136","doi":"10.1155/2012/562704","title":"Breastfeeding Self-Efficacy and the Use of Prescription Medication: A Pilot Study","year":2011,"lang":"en","type":"article","venue":"Obstetrics and Gynecology International","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Algorithm; Breastfeeding; Medicine; Machine learning; Mathematics; Computer science; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003524587,0.00007481603,0.0001555477,0.0001322407,0.00007033004,0.0000269892,0.00008556937,0.00003855757,0.0001186391],"category_scores_gemma":[0.003597424,0.0000488302,0.00001684298,0.0001167566,0.000195179,0.0002320272,0.0000797838,0.000134899,0.000001902309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002041036,"about_ca_system_score_gemma":0.00002910386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00020325,"about_ca_topic_score_gemma":0.000008566168,"domain_scores_codex":[0.9992565,0.00005171364,0.0002458196,0.0001608109,0.0002004313,0.00008471742],"domain_scores_gemma":[0.9971735,0.002276384,0.0001915525,0.0001010652,0.0002033437,0.00005410892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001411982,0.004937598,0.8174005,0.00004962888,0.001115669,0.00003202201,0.008119826,0.000002322934,0.0002072007,0.02918927,0.0008284282,0.1367055],"study_design_scores_gemma":[0.004371367,0.001281171,0.9845887,0.0000150413,0.0001951189,0.0001140779,0.00024045,0.000990491,0.00001070547,0.0001340798,0.008008469,0.00005031322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906369,0.0003536767,0.00005288676,0.004694036,0.0009941979,0.0003836476,0.000004102018,0.00002295143,0.0028576],"genre_scores_gemma":[0.9980921,0.000470788,0.0009062618,0.0002797705,0.00005559175,0.00001902454,0.000003329046,0.000005102198,0.000167996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671882,"threshold_uncertainty_score":0.4306712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08720005118801724,"score_gpt":0.2954914226653166,"score_spread":0.2082913714772993,"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."}}