{"id":"W4398224725","doi":"10.1136/bmjopen-2023-083216","title":"Cross-sectional examination of commercial milk formula industry funding of international, regional and national healthcare professional associations: protocol","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Medicine; Conflict of interest; Professional association; Public relations; Breastfeeding; Directory; Business; Finance; Economic growth; Political science; Pediatrics; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05008762,0.002224825,0.003919723,0.007006045,0.002556038,0.002829054,0.002392013,0.004079934,0.05553118],"category_scores_gemma":[0.05686904,0.002719807,0.003160414,0.007979343,0.001858701,0.004107586,0.002802282,0.002628472,0.01291672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006358001,"about_ca_system_score_gemma":0.02356291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442667,"about_ca_topic_score_gemma":0.008436069,"domain_scores_codex":[0.9726357,0.01195982,0.008336385,0.002311813,0.002846464,0.00190971],"domain_scores_gemma":[0.961278,0.01122227,0.007644004,0.004460909,0.01401903,0.001375723],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.06023252,0.01084285,0.09545536,0.19815,0.00340556,0.001820441,0.0271047,0.004990811,0.003948701,0.03181486,0.3566161,0.2056182],"study_design_scores_gemma":[0.03411268,0.0127951,0.2603035,0.06520496,0.002582707,0.0008596616,0.01494201,0.005947679,0.004110367,0.01511844,0.5831962,0.0008265341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005751043,0.0004140621,0.002712274,0.000283069,0.0001264404,0.9723783,0.01565811,0.00008155474,0.002595151],"genre_scores_gemma":[0.00315519,0.0001166435,0.001448708,0.0001462982,0.000009881951,0.9934912,0.001213591,0.000007197278,0.0004111853],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9499124,"threshold_uncertainty_score":0.2648918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2736035004313122,"score_gpt":0.5474884918120942,"score_spread":0.273884991380782,"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."}}