{"id":"W4386347357","doi":"10.1186/s12889-023-16561-3","title":"“Better start”: promoting breastfeeding through demarketing","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Université du Québec à Chicoutimi","keywords":"Breastfeeding; Snowball sampling; Breastfeeding promotion; Medicine; Respondent; Moderation; Population; Biostatistics; Promotion (chess); Environmental health; Public health; Social psychology; Nursing; Psychology; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00108569,0.000227735,0.0001182103,0.0003472521,0.0004193108,0.0007170601,0.0003485136,0.0004152626,0.006835249],"category_scores_gemma":[0.002374136,0.00008442791,0.0002086092,0.0003211979,0.0002759189,0.0007987091,0.0008279632,0.0004560295,0.0006844058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735411,"about_ca_system_score_gemma":0.0005719329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009816273,"about_ca_topic_score_gemma":0.002449835,"domain_scores_codex":[0.9995622,0.0002570212,0.00001997148,0.00003866414,0.00005552937,0.00006654214],"domain_scores_gemma":[0.9990059,0.0003954069,0.000271874,0.00006206008,0.00005386236,0.0002109887],"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":[0.0007980248,0.003047101,0.1550869,0.002277078,0.0001465808,0.0004038546,0.007785638,0.0003324124,0.005427718,0.003001193,0.008475315,0.8132181],"study_design_scores_gemma":[0.0003098704,0.006267367,0.7537145,0.003082448,0.0006892777,0.001860705,0.02124031,0.001062377,0.008747661,0.006729944,0.196207,0.00008863039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318327,0.006874855,0.00358493,0.01015783,0.0001900391,0.000281038,0.0003846611,0.0001724336,0.04652145],"genre_scores_gemma":[0.9807951,0.005007206,0.008161013,0.001766341,0.0001022485,0.0001518963,0.0001718429,0.00001051873,0.003833754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006835249,"threshold_uncertainty_score":0.02286619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09889499938022617,"score_gpt":0.363078000085204,"score_spread":0.2641830007049779,"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."}}