{"id":"W6981029181","doi":"","title":"Développement et évaluation de la stabilité de formulations pharmaceutiques destinées à la population pédiatrique","year":2022,"lang":"fr","type":"other","venue":"Open MIND","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Pharmaceutical technology; Multicenter study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003273267,0.0003823975,0.0004355152,0.0003656794,0.0009132921,0.0006354428,0.0004290667,0.0002171608,0.3344498],"category_scores_gemma":[0.0002436124,0.0004158423,0.0001996103,0.0001401987,0.0002451852,0.0004223483,0.0001882631,0.0004921713,0.0002170436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920318,"about_ca_system_score_gemma":0.0007724111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005185758,"about_ca_topic_score_gemma":0.01989996,"domain_scores_codex":[0.995137,0.003081626,0.0005607015,0.0005114972,0.0003651515,0.0003440658],"domain_scores_gemma":[0.9983336,0.0005653509,0.0005245761,0.0003281021,0.0001243687,0.0001240054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002649286,0.001776769,0.1002959,0.0003301445,0.001239456,0.00007404468,0.3948788,0.01110703,0.0008628108,0.06280944,0.03669417,0.3896665],"study_design_scores_gemma":[0.0005458154,0.000100973,0.01268959,0.00008291748,0.0005661938,0.000005843147,0.003673378,0.001928492,0.0001700264,0.002230354,0.9775287,0.0004777339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1704888,0.001824635,0.0006190722,0.001861786,0.0002581382,0.001556913,0.0003795245,0.00001577081,0.8229953],"genre_scores_gemma":[0.3088422,0.0008591927,0.02698002,0.0003349788,0.0007989524,0.0005062129,0.001777562,0.0002886982,0.6596122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9408345,"threshold_uncertainty_score":0.9998294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09916376952924695,"score_gpt":0.4007743722427555,"score_spread":0.3016106027135086,"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."}}