{"id":"W4392124386","doi":"10.15173/m.v1i34.2046","title":"Developing effective recruitment strategies for young infants","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008451066,0.0001231665,0.000199816,0.00003821955,0.0005798541,0.00001275029,0.0001843098,0.00007201891,0.0001625559],"category_scores_gemma":[0.00009019946,0.0000745502,0.00005041743,0.0001016904,0.0000249785,0.00008037143,0.00006068464,0.000319535,0.0006286278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278455,"about_ca_system_score_gemma":0.001408266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001078261,"about_ca_topic_score_gemma":0.0001023849,"domain_scores_codex":[0.9986712,0.0002825573,0.0002577056,0.0001976923,0.0001238337,0.0004670407],"domain_scores_gemma":[0.9986832,0.0007399668,0.0001331839,0.0002902259,0.00007216442,0.00008126147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007721761,0.0003040306,0.2251818,0.004228563,0.0002309814,0.000001203498,0.2279722,0.000008112875,0.003174205,0.4396888,0.06077215,0.03766582],"study_design_scores_gemma":[0.003052367,0.0002492848,0.5639201,0.002347201,0.00005568173,0.000004007452,0.1448134,0.00005263721,0.0006867766,0.0218426,0.2624524,0.0005236238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780148,0.0002450068,0.0002977406,0.005891731,0.004000672,0.007207494,0.00001405142,0.00006868828,0.004259851],"genre_scores_gemma":[0.9928899,0.00004103045,0.0004404616,0.003486264,0.0007696822,0.0003830168,0.00001171029,0.00002420323,0.001953751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4178462,"threshold_uncertainty_score":0.8079949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186478869062076,"score_gpt":0.4649948830747123,"score_spread":0.3463469961685047,"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."}}