{"id":"W3121827612","doi":"10.1093/heapol/czaa197","title":"Modern contraceptive availability and stockouts: a multi-country analysis of trends in supply and consumption","year":2020,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Bill and Melinda Gates Institute for Population and Reproductive Health; Johns Hopkins University; Bill and Melinda Gates Foundation","keywords":"Stockout; Family planning; Pill; Quarter (Canadian coin); Population; Developing country; Medicine; Consumption (sociology); Business; Socioeconomics; Environmental health; Economic growth; Geography; Economics; Research methodology; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090732,0.0002492648,0.0003755886,0.001852213,0.0003407109,0.0006838715,0.0003126596,0.0003204348,0.001266165],"category_scores_gemma":[0.002093336,0.000345982,0.0009488025,0.004963877,0.0002202856,0.0006841153,0.0007743411,0.0004751542,0.0002512448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003756274,"about_ca_system_score_gemma":0.0003488395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0262288,"about_ca_topic_score_gemma":0.02081928,"domain_scores_codex":[0.9994071,0.0002231747,0.00009035159,0.0001066026,0.00005931214,0.000113518],"domain_scores_gemma":[0.9975096,0.000503544,0.001369567,0.0001671467,0.0002804733,0.0001696749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003045416,0.00001119594,0.9981405,0.00002680753,0.0001020413,0.00004049288,0.0001586256,0.0001162794,0.00006936125,0.00001815545,0.0001442011,0.001142021],"study_design_scores_gemma":[0.000002316855,0.00003003818,0.9980811,0.00002038849,0.00004952766,0.0001027736,0.0008137418,0.0004701037,0.00005059436,0.00001236173,0.0003611086,0.000006031823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950401,0.0004310767,0.0001527537,0.00006014187,0.000003591299,0.00001119643,0.004019137,0.0000052097,0.000276891],"genre_scores_gemma":[0.9969248,0.0003475824,0.0002680714,0.00002511686,0.000005053953,0.00002557722,0.002245331,0.000004707259,0.0001537077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0262288,"threshold_uncertainty_score":0.05215222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06540011300530828,"score_gpt":0.3958245995702903,"score_spread":0.330424486564982,"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."}}